{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "from skimage import data,color,io\n",
    "from matplotlib import pyplot as plt\n",
    "import numpy as np"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "def matrix_conv(arr,kernel): #arr为图像数据，kernel为卷积核,计算单个点的计算方法\n",
    "    n=len(kernel)\n",
    "    ans=0\n",
    "    for i in range(n):\n",
    "        for j in range(n):\n",
    "            ans+=arr[i,j]*float(kernel[i,j])\n",
    "    if ans>1.0:\n",
    "        return 1\n",
    "    return ans"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "def conv2d(img,kernel):\n",
    "    n=len(kernel)\n",
    "    h,g=img.shape[0],img.shape[1]\n",
    "    img1=np.zeros((img.shape[0]+(n-1),img.shape[1]+(n-1)))\n",
    "    img1[n//2:(img.shape[0]+n//2),n//2:(img.shape[1]+n//2)]=img\n",
    "    print(\"img:\"+str(img.shape)+'img1:'+str(img1.shape))\n",
    "    for i in range(n//2,h+n//2):\n",
    "        for j in range(n//2,g+n//2):\n",
    "            temp=img1[i-n//2:i+1+n//2,j-n//2:j+1+n//2]\n",
    "            img[i-n//2][j-n//2]=matrix_conv(temp,kernel)\n",
    "    return img"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x20d4a4367f0>"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "data1=data.coffee()\n",
    "data1=color.rgb2gray(data1)\n",
    "io.imshow(data1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "kernel=np.full((3,3),1/3)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "img:(400, 600)img1:(402, 602)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\ProgramData\\Anaconda3\\envs\\TF_2C\\lib\\site-packages\\ipykernel_launcher.py:2: FutureWarning: The behavior of rgb2gray will change in scikit-image 0.19. Currently, rgb2gray allows 2D grayscale image to be passed as inputs and leaves them unmodified as outputs. Starting from version 0.19, 2D arrays will be treated as 1D images with 3 channels.\n",
      "  \n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x20d4a6907b8>"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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rLRqN4u6771blXgYHB+HxeFRhx0Ag0NKTbzqdtvuu2LBh44rRcrPalTDJWEZGFpXU82msXFnNftcFy3rnogs1/T8Ri8XQ39+P7du3o6+vD5FIBNFoVNXZ0qsVtBqWl5cbmrEBQKVSWVN0MpPJoFQqweFw3Fa9Z2zYsHHjcE0zm2EY4wAyAGoAqqZp3m8YRjuA/x+AzQDGAXzQNM3lDe4PwNo8GHWyFhOxrHYsg+xWWf66AJLWil7CXz8nmScjS8PoNcakFTUwMIB77rkHg4OD2Lt3b0Ol41wuh2q1ilAohFKp1JKlUWq1GgKBALxeL5LJJEzTVH1miGKxiKmpKSQSCQwODiIcDt/CM7Zhw0Yr4XqU3n2naZr7TNO8/9L33wXwvGma2wA8f+n7ZSFdVXqhS1m6X7darCDjNDq1WcZd9HgOtwXWWlK6IJHnIcvFOJ1OBAIBxONxbNu2DUNDQ+jp6YHX620oqClZcK1qweTzeVXxIJ1Oo62tbY2FlsvlUKvV4PP5EI1G7/g4kg0bNjaOGzGzvR/AY5c+PwXguwB+53IbyX4vVo2y9AKRQGPMBoCiH1sJCcZLJD2Z0C0W3VKR5wCsxmqA1QrADNiHQiHs27cP3d3dGBgYUCX0l5eXEYlE1HYdHR2XG5JbCgrA6elp+P1+bNq0qem6nZ2dqpWADRs2bBDXKmBMAM8ahmEC+C+maX4GQLdpmjOXfp8F0G21oWEYHwHwEQAqX0RaCJI11kxoELoVwuRGPf5iRWsW59OwHmFVF01m4vNcOzo68NBDD2HLli3YsWMHqtUq8vk80uk03G43hoeHW9ZSaYZAILCuy4stjW2rxYYNG1a41hnv7aZpXjQMowvAc4ZhnJI/mqZpXhI+a3BJGH0GAPx+v2kVUNepv5e2u2whSloYej8Xq0D9elq3FEiypIzumvN4PNi8eTP27t2LoaEhtLW1IZVKIZVKwTAMeL3e246Fdbl2y/V6HeVy2RYuNmzYaIprEjCmaV689H/eMIynATwIYM4wjF7TNGcMw+gFMH8F+2uIkQBrLRa9JwzX0bP1dTcXA/9Wzb70zH+CTcZYikZuX6/X4fV6MTw8jMHBQTz88MPYs2ePCoDz3FjMkYmXdwrsni02bNi4HK5awBiGEQTgME0zc+nzuwH8WwBfA/CrAD516f9XN7I/SYVljonO+NKO3/Bdr08GrLVaGL+xsox0gSX/ywKVwIoLLhwOY9euXRgZGUE4HIbP50MymUQwGEQgEEBHR4eKydiwYcPGmxHXYsF0A3j60iTsAvB3pmk+YxjGawD+3jCMDwOYAPDBy+1IBu71Wl9cprvCdFcZ0FhCxgrSraYnd8rAvTyGTml2OBzo7OxET08PNm3apMq9sAyKx+MBANU8zIYNGzberLhqAWOa5hiAuy2WLwF44kr3V61WlfuJNbz0LHurpElx3MseQ/Zw4Ta0XGTujJ7TAqwIjIGBAfT392PXrl0Ih8MIh8MIhULweDyIRCIt3wisWCzC6/VeEdurVCo1bX1sw4YNG+uhZWhNVpOeTJBcT7g021czt5p0fUnI+mYSTqcT7e3t2LNnDzZt2oR4PA632w2/3498Pg8AynLRkzxbCVdT+p/XZcOGDRtXipYSMHoNMRkX4TqAdaa9HnvRGV+SltysF4xeGJP04/7+frznPe/Brl27UCwWkc/nGwL3bW1tCIVCd1wgH9hY4zcbNmzYsELLCBi98rFOM74cxVhO7LLkDAP68neZTc9+97KWWa1Wg8vlQm9vL5588kmMjIxgZGRExVjC4TAMw1jjEpPHaAVhcyXWVK1WQz6fRygUgmEYdoFLGzZsXDNaRsAAjd0r+f9yrjG9lpgei9HLyshMfd31xm39fj8ikQi2bduGbdu2oaenBx6PB16vd8Muo1stXPQqB+uhXC4jkUjA5/PBMAzLYpY2bNiwcaVoGQGjZ9k3Y45JSBqz0+m0bFTmcrmUdUSXW6VSsXS/BQIBxGIxVeplZGQEfX19qsaYFC61Wg25XE4ta7XWxrrV1gzJZBKRSAQ9PT1qmdvttgWMDRs2rhktIWBkiRh+l/91S0bGUKRg4jb8TJcWYzt0icl16BobHh7GI488gmg0ing8jmg0is7OTjidTlSr1Yakwkwmg2KxCLfbfcWsrBuJfD7fQJXeCGKx2DUdM5vN2nRsGzZsWKIlBIxEsyrGMqteQqczywrHzL7XBYDMsanX6wiFQtizZw+Gh4fh9XoRi8UQjUYRiUQQCATWbE+KcithaWkJLpdrQ5aHVWwmn8/D6/VekWuvUChs2A1nw4aNNx9aRsBYdYbkcqDRPabHaqzKuTidTlUiX26jC6OBgQEMDAzg3nvvhd/vRywWw44dO27chV5nlEolJBIJOBwORCKRpgU16RqU7sdCoaCsHpbk93g8l20YtrS0pITL4ODgjbgsGzZs3AFoKQFjJVz0Ei66oJHWCNenS4yCRqciU8h0d3dj165diMfj8Hg86OzsRHe3ZfHnlsXFixfh8XjQ29sLYCVh1UrIJJNJVCoVBAIBhEIhVek5FAqp7+VyeV3hYpomUqkU8vm8ombbsGHDRjO0jICR0ItKysZgOquMMRWuK5uUAavBbilcent70dfXh3379mHz5s2IxWJqgr4dMDk5iUqlgmAwiC1btjT8ZiVcKFy7urrUskwmA6fTCb/fD8MwNiQs5ubmEAqFbKvFhg0bG0LLCBirPi265SILWuouNbmtVc6Lz+fD0NAQBgYG8MADDyAYDCIWi2FgYOAmX+nVY3FxEZOTk/B4PNizZ8+Gt0ulUqhUKur72NgYgJUs/eXl5QbBsx4k08yGDRs2LoeWEDCGYTRo3nrGvt7wS4feRlkG/skyi8ViuPvuu7Ft2zbs3Llz3V4wc3Nz8Hg8LVdbbGJiAqZpXpFwMU1TlbMBVqy8ZDIJh8OBWCyGvr6+G3GqNmzYsNEaAgZo7tqxSrZkjIWFKw3DgNvtbig1w2x8j8eDeDyO973vfXjyySebHn92dhaRSAS1Wg1tbW0tVYPLNE0cPXoU99133xVvW6vVEI/HUa/XsbCwgEqlgvb2dvT29q5bxPJyzdhs2LBh43JoCQEj4yRSQDSb4LgeBYzT6YTb7W4gBbhcLnR2duKBBx7Ali1b8K53vavp8dPpNLLZLLxeb8tZLRcuXEBXVxfuvntN4eoNgYI7kUjA6/UiHo+vWadYLCKbzSKVSsHj8WBwcNBy7KvVKiqVCvx+/1Wdiw0bNt5caAkBAzTmv2wkg5+QhACCdOPt27fjnnvuwc6dO9c9dq1WQ1dXV0vV3qpWq5icnFwTxF8PpVIJlUplTcC+UCgoy0XH8vIyarUastks4vF40zGoVCooFoswTdMWMDZs2NgQWkbA0CqRwXzZCIxlX5o1AWMeSDwex0MPPYTOzk5s2rRpjXBJJpPIZDIqkbJSqWzIaimXyzfVbeZyuTYsXEzTRDqdRrVaXeP2Mk0TXq93Df16dnYWpVIJ1WoVbrcbmzdvttw3hVYul1OU8FYSxDZs2GhdtJSA4X/5maD7Sy8Lw/U9Hg927dqFzZs346677oLH41lTBuX8+fMol8soFAqqSdhGa27dTOFypfGPYrGITCajrjebzcLhcKjMfH1f8/PzyOVyqNVqqr2zjnQ6rapZs+J0vV5vqdiUDRs2WhstIWDWa3Esi1jSgpEuMbfbjfb2drzjHe/Ao48+io6ODvj9flSrVRiGgWw2i3K5jOnpaUxOTiISieDtb3/7zbq0K8KFCxfgdruvmA7s8/kwMDCAarW6rhBIJBKoVCooFAoIBoMqyZJIpVIqzlKtVgGsNnur1+uoVqvYtm3b1V+gDRs23lRoCQEjK//SSgFW4yumaaJcLjfQlR0OB9rb2/HAAw9gYGBAldQnW6pUKmFhYQGdnZ3o6elBR0cHfD4ftm7dankOqVQK0Wh03fO8kYUdJycnsWnTpnXXqVQqa/J8gJXxW1paAgBLawQApqam4HA44PP5LKsVpNNp5PN5mKap2lfX63WUSiVlKdqxFxs2bFwJWkLAEFYuMSvrhhPlli1bsHnzZoTDYVQqFVQqFZTLZWXtbNq0CaFQCIFAAJVKpalwKZVKKBQKlxUwN6IVcrlcRiqVQqFQaFieSCRQKpWUGysUCq2x3oAVoZPP51GpVCwZYsBK7bB6vY5wONz0Gg3DQLVabSipI6tPm6bZVHjZsGHDhhVaSsDQQpGWSrVaVZn7TKBk5eN9+/YhHo8jGAxiaWkJS0tLSKVSePDBB9U+E4kEZmdnm06O2WwWtVptQ24pWbL/euHChQsAAK/Xq2IvqVQKxWJRVW3mObrdblSr1QYL5sKFC3A6nRgaGlqz73w+j5mZGRiGYUkYyOfzSoAUi0WV7U8rhjXc6C6zLRgbNmxcCVpKwDChkrkbsjy/y+XC8PAwuru78dhjj6Grqwt9fX0qsM1AtB60d7vd6Ovrswzm38peJuVyGfPz88oyYcwIWBFk0tLwer1wu91Ip9NIp9MN5W1CoZAlq2tqakox5HR6sky65BjLsaY1SHecVSFSGzZs2LgcLuvzMQzjc4ZhzBuGcVwsazcM4znDMM5e+t92ablhGMZfGIZxzjCMo4Zh3LvRE9HrjundJtvb27Fz507s3r0bXV1d6OjoaGCJmaaJrVu3Ynh4WLGfuG0zptitrAY8OTkJYGWyz2azDefIz/V6HZlMBqVSCfl8XrnS6DrMZrPo6upa002TFpDT6bTMfaFLjcegcKZLTI6f/t2GDRs2NoqNWDCfB/CXAL4glv0ugOdN0/yUYRi/e+n77wB4D4Btl/4eAvCfL/2/LPQsfgqYnp4e9Pf3q26TbG0cDAZRq9WwvLyMer2OgYEBeDweNfGylP+1Ngar1+tIp9PX3PmRKBQKOHnyJDo6OuByuZBKpVAqldYE7k+ePIl8Po9wOAzDMOD3+xGNRtHd3a3iMLqAXFpaQrlcRrVaRU9Pz5rfGa/JZDLKNUbBQjcYsEoV5xhata+2YcOGjcvhsgLGNM3vG4axWVv8fgCPXfr8FIDvYkXAvB/AF8yV2egVwzBihmH0mqY5c7njkC3GPyYa/tiP/Rh6e3tV++JYLIZAIIB0Oo2pqSmYpolwOIyLFy+ir68PpVIJp06dQltb2xpKbalUWrf+VrPzup7CJZPJYPPmzSiXy1heXkY2m0V3d/caBllHRwfS6bQKrnd0dKyx7CRmZmaUpRGLxdYIl2KxqKoqk84s++iwbw5ZfLJYKLDi0ruTwYZs9XpdNVNzuVyKoi2tPGB1zJhnxDGj0HY4HHC73aqEkQ0bb0ZcbQymWwiNWQDkvfYDuCDWm7q0bI2AMQzjIwA+AqwkMZK1BKyWetm7dy+Gh4cRCATg9XpV7IHJkmyuVS6X4XK54PV64fV60dHRgZGRkYbj5fP5GxKkvxL4/X4VKE+lUlhcXITP57N01ZVKJdTrdQQCAXXeVlWlS6USUqkUyuWymtB0l2CtVkOhUFDjW6/X1WTqcrkaqlDL4qJSmEkL53aHaZoolUoA0JDvQ8uZpAqp9Mht5X+OYSAQaKhG4XK5UCqVlKDxeDxqrG3YeLPgmoP8pmmahmFcsf/ENM3PAPgMAIRCIRNYCWaHw2Hce++92LRpE+666y4EAgElTIjZ2Vnkcjls377dMqlQFy5XinK5jEwmc11oubOzs1hcXFxTYr9UKmFoaAherxeZTGbNdolEoqEhWLFYXBNryWazSCaTME0TPT09imos16NwKZfLSqjIID4nWquJj1UTrMgTtyNYky2XyykGHZ8rKipAYzFVAMrio/BgcVVuT+VIMiBp7RiGoRQoEia8Xi98Pp9absPGnYqrFTBzdH0ZhtELYP7S8osAZLvDgUvL1gVf6Pb2dvT09GBoaAjxeBzhcBjlchnpdBq5XA5tbW2IRqMIhUIIBoNXVLbkSqwXl8t13XI+5ubm1ri1kskk5ufn0d3dDY/HsyYQn8/n4fP5VKxJFyzASkfKYrEIAAgGg4rmrB+LkyrdN1xHunOovQONQoXf9fhQK6MZMzCbzSKXy6mcp3K5rCwWjkOlUmlwGxL1el0l+uq5SPxcqVQayBlSKDGORQuRoDJg1arCho07AVf7ZH8NwK8C+NSl/18Vyz9mGMaXsRLcT200/rJz506MjIwgEomowHyhUFCa3vLyMpLJpCoNc6OQTCavW8xlfHzcssz+4uIiisUiFhcXLZMj5+bm0NfX15SgQLpyrVZDOBxWxTpTqRRcLhcMw1BMsWAwiEgkoophclLlRCcFT61WW9OojYLHSsi1IihcWIUgnU6jUCgowUI6OCd9CoJyuayEL60ajhXjMwBUrEq6FQGofkS0UGRBVrrGZIUEbpfL5VTfomslpNiw0Wq4rIAxDONLWAnodxqGMQXg/8aKYPl7wzA+DGACwAcvrf5NAD8J4ByAPIB/spGT8Pl8eOihh9DV1aWqHNNKyeVyiMfjGBwcvCkxFL/f3zDRXgtkheJKpYJSqYRkMgmn04ktW7asEZTJZBLpdFolWFqB1lypVEIgEGjYR61WQ7lcRjabVZYRryOdTisNXbL0CE66uiWjdwi91chkMkpQulyuNcoAYyiJREKtJ11fDoejwRqhhaeTGFwuF6rVakOJIlmTjUKDAsntdquxdblc8Pl86hi5XA4ejwc+nw8Oh0PFY2i58L7w/Nxu9xWTUWzYaEVshEX2i01+esJiXRPAP7vik3C50N3drXJbqNXzhfX7/ddFuHBiaAa6i27EZFqr1RSDq1qtrhEutVoNyWQSQPPKzZlMBqlUCrVaDV6vF8Fg0PIaqtUqQqFQgzXCsjOSPUYLpVl9M/m5VRItTdOE2+2Gz+dbU1mANOxcLodcLgdgdTwoDBg34ViwHQHXAVbL5lSrVRWjosDQW0rIWAsFEK0/7i+TycDpdCIQCMDpdCq3mMfjUW41WlZ8PtmeolXG3YaNq0FLOH/Z1pjuBSKRSCAajV4XH/VGsvZZ4+x6o1qtIpFIYH5+Hi6XqyHgb5qmcpl1dXWpoL6OfD6P2dlZ1Ot1FZdhtWhaGnT3AFA0aObZ0MXDsZQxARmc5kTsdDrVhOlwONT2txqhUEgxt4haraaELxujFYtFZYnSxcWkUQpUxpekUKBwAaDyqljok9W8gVUBrJfV4fjLfbJYaz6fh8vlgt/vRy6Xg8/nU38Oh0NZz9KdRhexDRu3I1pCwHACSKVSSCaT2Lp163ULtCcSCeRyuRvm315eXkalUkFXV9ea38jyyuVyKBQK2LdvX8Pv58+fR6lUUq6eZlZasVjE9PQ0isUiotEourq6VHzK7XajWCwqVw8nUSab8o/JmsztkKVpZFxGWisyBtMqAoZuPFoYuVxOJZeynhrrtdVqNUWE4BjX63XkcjklgGg1eL1eeDyehmrd0ppgjAWAEhgyZ0jGscrlsnItkq0nLR2n04lyuYxisagsGZfLhXA4rNxjZJhJq+pOYPLZeHOhJQSMy+WC0+lEOp1W/uvr9TJlMpkG7fB6ur/q9TpSqZSlcGEgnhO/7s5h069IJAKPx4POzk7LY1BIFYtFReMm9ZVjxAmPwoWTL38DoFwzXq8XxWLRMudFz/eQuR6tImCkxcC4lnT98ZwpGJkb5fP5lACg28vpdCo3FMcGQIPLMBQKwe/3w+l0IhKJXPb5qVarmJmZQTabVS42npfuXuNnWp5SGFK4yPMFcMcJmUwmY5Mb7mC0hICpVqs4fPgwBgYGMDIycl1fIqsqw9cLDodjTathZufTImMsRBavzGazKBaLGBwcXLdFAN1i7NPS3t6uGGPVahX5fF61PaaAYY6L2+1WWjOFSywWUxoyhRJjOnpshpqzy+VCrVZDPp+/zqN3dWBDNFotAJR15nQ6kc1mkc/n4XQ6EQwG4ff74XA4kM1mkUqlAACRSAQ+n0+Nj8vlQjQaRV9f3zWfn8vlwuDgoOVvi4uLSCaTcDgc6p5KK4uxMgocJs1SqFFA3UkusxdeeAHvf//7b/Vp2LhBaAkBQ3fDzp071QR6M3A1pWPWw8LCApLJJFwul3LVuN1uFVeZmZlRrg+fz7eucEmlUsoCqlarCAaDDY3XKEiYPCnzVzhx0TqRuRemacLr9apYi2zqJoUMtyX1thUSAmUxThkz8fv96OjowMTEhLJuOM7lclklztLqi0ajcDqdyiqLxWI3pddNZ2enslQnJibUPUsmk8p9BjSWraFLTTLWWKLmTgCLvd7KwrM2bhxaQsC4XC684x3vuG7C5XJsMeJ6CJdSqaS6Z7LSMQDlgsrn8+js7IRhGEgmk+jp6blsYzNgpXBlLpdDrVZTCaakJ0s3kCy3T6HG79ISYVyGQeVisdhQZJOBZb1ysqy9dStBi5BaPifdcDis3I/pdBrAioVSLBaRTqeVuysajSIcDsPj8aCtre2W97aRlnV3d7fKW6KrjHk5FCgkHDDO5vV6b/vSM8lkEuFwWCUNN3MT27h90RICxuv1Xhf3BGElXK6mFtnlNKvZ2Vkkk8mG+lMssV+pVNDd3Y2RkRGYpol0Oo0dO3Zs6LgXLlxQbpO+vj7VClrGEKjtcjknHgBrLBMKHVn6PxKJqD4yLCMDrI6dDEq3AhiYB6AmXDLAEokEstksnE6ninuw/hdjMKFQqGUnMFpVRLVaVfeKCotsuietmttZwPzP//k/sWvXLuTzebjdbmXh251T7xy0hIC50VnilUoFS0tLVyRgksmkyiexAuMsoVBIdZukcKGGOTQ0pCaAjU4E+XxetU9ua2tDJBJRbjJZzVfmYABYY3lwIpKMMH091tRiIqXM86BQIppVcb4Z0C0rWdCTsRhm49OiozuMAqZVhYsVJKNM5uxItyWAlhH+V4PTp09jenoau3fvVsqNrI1n485ASwiYG1mLiT74ZoFXKxw6dEi5pjgxZTIZJBIJReVl1WZmcHs8Hpw9exbpdFppYR6PB/l8HoZhbMgttrCwgFQqhWw2i3vvXe3Vxux1QgoXZoHTJSfZSrVaDT6fT2n2Mr9jaWlJ9dYJBALKVZHP55VwoaDh/o4ePYq77rprw+N4rZACu1qtKqsFgHIdUbAwsdLr9SISiahadbcrQ8nlcinlhrE3OREzv+d6MyNvFp577jm43W5FNOE743a7MTs7u6EW5jZaHy0hYG5kx0SPx7Nh1s3c3Bzm5uZU3kxXV5eKa7BYIuM7HR0dCAQCqjTL8vIyXC4Xurq6VN7L8vLyhuNKdLfRfUUsLy8rphEnfGnNyFwXCSZSlsvlhqCwLJ0CrNbQikajyuVCC4pFMpl4OTY2dtMETDKZVC4i0zSVoOR1e71eVCoVJBIJ1a6BwrKjo+O2nHSbgQoNY4aFQkFRrG9XjI6O4i1veQsMw2goyMoCrzMzM3C73beV5WljLVriCb0Rpj41+SsBE99isRja29sRDodVsJ0uJ7fbje7ubkQiEZimiYsXLyKdTmNgYABtbW1YXl6G3++H2+2+ItJCNptVEypdhpVKRfVxoZWiZ4rLREor1hjHgv/lusxaJ+2XEzRzb2j90aKpVqs4f/48hoeHr2hcrwSyurFkijGgTYYY2xCwdIzf71f04ztJuFjhVhMUrgfovpSxRMbYWErHbtV9+6MlBMz1QLFYVIUEr8ZtUCqVVM4KO0LW63V4PB6VPMdcknA4jHw+jxMnTiAQCGDbtm0qvnM1AUqWiqnVaohEIohGo2oZEwkBNFT81RMLKVSku4zuPAANvU9kfIbBZKfTqc49FAohFAqhUChgZmZG1eyq1Wp49dVXb6iAYfUAWo6hUEhNNiyfUq1WVbfPzs5OuN3u61YB28aNx7Fjx9Db26vcl3yOqcx4PB7VHn1xcdG2Ym5jtISAuR5MmGw2qyrgbiSYT+24WCyiWq2qQLrf71euCLpm+OBTk19eXkYmk4Hf78db3vKWa9KYWdGX3Svb2trgcrmQSqXU8WhpyPwWPQOfQkPuF1jNZ5HJq9yPzOTPZrNrhKPf71f7ZvCV7rMbCdkQjaVUGMDn+TMeE41G76jEwzcDzp8/r8oW6e9Ovb7SsjoYDCoCSit0o7VxdWgJAaPHD64EdONEo9HLVgAoFAoqu54BVAYZK5UKent7lfuBdN6FhQVFgXW5XKpgocfjsez1cqVgpn4kElFVARKJhNLgJU2VeRKy3L5MzpOWif5dbiNrkVHINPPnc//lchkej+emlIwxDAOxWExNQDxPWqmMs9i4/ZBMJvHKK69g9+7dqoSPRK1WQy6Xg9vtVi7bQqGAQqFg3/PbEC0hYKQFMzc3p1hNOmQCJZlDzHG4HLLZLAA0sFOy2SzGx8dRqVSwfft2Va8slUohn88jnU6jXq8jFospS4NuquvFTnK73SiVSuju7gawIgTJnJK5NbL5FQBFLWbgm2AOjJ4/AaCBZcZ1+b1QKGB6erohH0muy+KRwWAQp0+f3nBOz9VABrR5Huz+GAgEbuvcjzc7jhw5gkwmo6pJSAIK3dG0YmipMiY3Pz9vWffPRuuiJd5UToa0FqyC85xsgRXBsLS0pJpurYdarYbl5WUsLi42CKJqtYoLFy4ooUWBsby8jIWFBeTzeeW2am9vh9frVVn70WgU/f391+XaC4WCsjCSyaTKv5FUYZ0pJoPfUkjIsZIWjhRKuitNxm6SySSmpqYAQFUnoGuM52gYBs6cOXNdrn2joAUTCoVs4XIbgw313G63KjLKe0u2IrCatsC4G+ON1WpV9UyycXugJSwYskfi8bhlC2GgMVbBEiGXs1wWFxcV3XHnzp0AViyfU6dOqTIsAwMDSlicP39eaVesLsA8E6fTiT179lz3ToOsweZ2uzE1NYVSqdRQyFF2UWTuh0yglKwy2dcFgKW7TLK09O3K5TIWFxexsLCgJgAp1EqlEvx+Py5evHhdx+ByYEKrjdsbL7/8MhYXF9HW1qaSZaWQIVswHA6rkkjFYlG5p1upL5GNjaElBAwAVQG4GWZnZ9HW1rahiYYWiGma6OjogN/vR7lcxszMjCq1UqlUEI/HVZ2wpaUl1eO+s7OzwQXGpMvrjQsXLqC/v7/B7SeD28zitiryCMCyUKUULrpg4XImWLKXDIP+3CeJBNJ94XA4kMvlEAwG0dfXh9HRUYyMjFz3MbHCnVai/s2KqakplRvm9XqVgOFzTdpyvV5XFb/ZKoLlgRwOxxXll9m4tWgJAUPtWE4kjHXQYthogcJCoYClpSWYpom2tjZVB4yFD03TVGXcWUCSMY94PG7pnrueeRXsF09LjPtmjxYulzEXPfYCoKEuFdAYT+F1yvIusnEVr4n1rHgsWkeEvg829Ors7MSRI0dumoCxcWeAeV0dHR0NnVP1dhF6OSOdgs8OprdrlYY3E1rCoU3/OrASG5mfn8f8/DxSqZQK9l1OuCwuLuLkyZMYHR1VyXfd3d0qT4I05Gq1iu7ubmzevBnFYhFjY2PK5UOWVr1evyG+3mQyiUQigXQ6jVqthsHBQUWVnpmZURn2fPGYZc8XTAo6q8C/rJ4sPzPwz+1JO87n8+rllm4KvSaZbF6WyWQwNDSE6elpfOtb37ruY2TjzsTBgweV+1cSNfisA1DMST5/TqdTkQHYsVR2L7XjMa2PlrBgiKWlJdX9kSbxRqyWbDaLxcVFJYyYDCnb4UYiEZRKJZWMSbdUf39/QyIha4bdCN49mWyc1MvlMrxeb4NVQouC1gRdZlzO9SRLjNCD91YEAJklL7VGub3ePwZY7f5YKBQQCoUQDocxOjp6XcfHxp2LmZkZZaVTcSIDknR0yZykYqWTVKyKttpoXVxWwBiG8TkA7wMwb5rmnkvL/jWA/wPAwqXVft80zW9e+u33AHwYQA3AvzBN89uXOwYDd6ztxfphlxMupmni+PHjqpdGIBBAX18fent7Fa0xl8vB7/cjHo8rZphhGMjn8+jt7QWwwhybnZ1FZ2dnQ5HBGwHWAmMPkJmZGTUGFHoyy3l6elo1pGJcRF6/Xh6G1gpZaHxR6Xrj+rorUJbn12M50rphQuuOHTuwf//+GzZONu4cvPDCC5ifn0c+n1etqfV2EoQeX5TL+A7I2I2d6d/a2IgF83kAfwngC9ryPzdN8/+RCwzD2A3gQwDeAqAPwHcMw9humua66gYnVp/Pp/Id1qsjlk6nkUqlMD09jWw2i2AwqIL5wWAQCwsLSCQSqrkUNe9SqQSXy4V0Oo1isYjp6Wl0d3cjFArh7rvvvqE1rM6fP680tMHBQXR3d6s6Y7RmCOlb7uvrQ71eRy6Xa6iSrAf7ZZCfwVDpPmNPGb1umRQ4ev0v6SqTrrrp6WkMDw/j3Llz+PSnP42Pfexjd3z9LxtXj+npafUcssq4HluhW1tvG6FbL7TkZezRjse0Li4bgzFN8/sAEhvc3/sBfNk0zZJpmucBnAPw4EZPhtWKL1ekcnJyEouLi8jlcujo6EB3dzcCgQD8fj9yuRxSqRS8Xi8CgYBiXxWLRVW1lcUdSYWMRCI3fIJkgLNUKiEYDDawZ3S2jA6uL9lezXKF+EcNUHd3ydIzsqe97DHCbaTwkfGZxcVF1Go1BAIBzM3N4dlnn72+g2XjjgGVOib8kinmcrkUFV5CPmtSSZJ/UsGS8UQbrYdrCfJ/zDCMo4ZhfM4wDHIG+wFcEOtMXVq2LsrlMi5cuIBQKLQu/fDgwYP43ve+h0QigVwuh97eXuzZswfDw8Po6+tTmnZbWxu6u7vR3t6OarWKXC6HfD6vyo2w3MvIyMhNywwulUqqBD1p07QYmFDWrGhjOBxWmpvD4VhD25VuMiasyeZUzHGR/m1CT+aUy+Xv0qJZWFhAMBjE5s2b4XQ68f3vf/96D5eNOwRf+9rXlAXOdt2yCCuwKlT453K5Gp5hKkwUSHxn+P6Uy2XVLttGa+Fqg/z/GcAnAZiX/v8HAP/7lezAMIyPAPgIsGI2r9cQbH5+HufPn4fb7UZHRwfi8bgq6UL3Gn/TtSKPx4NSqaQC/zfblVOtVnHx4kUUi0V4vV6Ew2EsLy+reJAeE2FrAGl5sIqwrJAsA6Cc+KWAkJ8lgwxYrYpg5YLg7wSXuVwuuN1uOBwOFTfatm0b2traMDc3h7/+67/GRz/60es6djZufySTSTgcDmSzWcRiMdVOgUoVLRlglZIsBYgURvKZZoY/STK1Wg3z8/Po7Oy0qz20EK7qTpimOWeaZs00zTqA/xerbrCLAKSkGLi0zGofnzFN837TNO9fz2pZXFxU9cm6urrQ09OjMoHT6XRDi1UG/ySkqX0r4gQTExOqFL/f71dCjsFN/aUpFou4cOECMpmM+stmsw15KlIAAKtWhq4ZyuRMaanouTUykM+x0iHzZtLpNJLJJMLhMHp7e+H1ejE5OXmDRtDG7YoTJ04oa71SqajYi1SK+ExK5ckq/0v/LpOP+Xu1WsXS0tItu14ba3FVAsYwjF7x9X8DcPzS568B+JBhGF7DMIYBbAPw6uX216yd8OjoKE6dOoVUKoVAIIBoNIpYLIbFxUXMzs7C7/cjm82uWz4iFAqpLnk3G4y5kOXW0dGB3t5e1bOGWhzL0bBtwMLCAkZHRzE2NoZz585hfHxcldOR+TFWFGSpvcmaT1a0ZPnSynX0XjPAigXDRlDASk8PAPipn/opbN++HcViEZ///Odv5HDauI1w/PhxPPPMMwgGgyr9wOv1KhctS78w14UtF2TfIq4jlUTd4ierjJUvGFe10Rq4rIAxDONLAH4IYIdhGFOGYXwYwJ8ahnHMMIyjAN4J4P8LAKZpvgHg7wGcAPAMgH92OQZZM7CrYiQSQUdHB+r1OlKplCpc6fF4MDAw0ND5TrcIgNXe5reiZwgTNxn/cLvdqFQqyOVySijK4DprjjHgT82PJWOaucaka0unFXO/MofGKqFSWjiSoiwFk4zfXLhwATMzMwiFQti2bRucTidGR0fx/PPP3+xhttGCeO211xqeZQb2pdLDuIrOJgOwRnHSLfdmRCDTNLG4uHgDr8zGleCyMRjTNH/RYvFn11n/3wH4d9dyUsz63bx5M3p7e1GpVDA6OopEIqFyWmSxS1oJ9Xq9pYoiTk1NoVgsqvgLKzKzh7xhGKqAJ/Nj6OqSk71VkJMWjGynLPNduF6lUlHkAOkCk2w0KwGlx2OYoEo35OzsLJ599ln86q/+Kh566CF897vfxdLSEv7hH/4BTzzxxK0ZcBstAZJ2enp6VA6X3+9XFjAtFxl/0d21BJ9Vq+cUWM2N4WfDMBrc5jZuLVoiGsYHYmJiAocPH0Zvby+2bNmiWGBswNXe3o5oNAqHw9GQN0JKMl1PrQAKFsZPtm/fjkgkoqwaOfnLPBin06mo1GTIUAME0CCISC9mAzSZQ0BXFysikHlGGrjMQ5D7kXEevU2A2+1WlqDL5WqIu7z3ve9VyZ3/6l/9q5s2zjZaD3/6p3+Kvr4+BAIBzM/PK8WPJBFZTUNa0PIZl/FDq1iiLOPP/3x2SQCycevREgKmWq0im82iWCyivb0doVBI8eU5uba3tyMcDquYhe4KA6Am2VaAFBh+vx/t7e0AVrtJUgDJTpN6kF6Ph8i4jfRVr5ckKeMu0gWhs9F0zZGQx5aCiBMDWyjv2bNHWUepVMouI/MmRj6fRzAYVBUlGDeUJfl1l1czNy2w1qoB1r4bUkDxuZdKqI1bg5YQMPl8HqVSCTt27MCmTZuQSCQwMzODhYUF1Z87Fospum4gEGjp8hCmaeLixYvI5/MwDENlGadSKWSzWZRKJaWBUVDQvSXLZtA1xhwYthmQkEwa2aQMwBphIxk4erBUbiPdGLLUjNfrVZWoue7/+B//Q50LY2KGYeA//af/hL/5m7+57mNro3WxvLyMP/qjP1Ktv1lgNhAIwOfzqRJQLBUjXbwAGiwRgt8lu1H2SJJWDp9/YLU+oY1bi5YQMMxhISKRCPr6+hCLxeB2uxEKhRAKhRAMBtHZ2amsgVbF6OgoKpWKKq7p8/lQLBaRSCRQLBYbhIgVYwtAQwBUanCc+GVuCy0LBlBl4JRCQv4u4zcUNtVqVbkadVYZv7NlsUyAO3/+PL761a8CAH78x38c7e3tqlLAq6++ipdffvmGj7eN1sAnP/lJlMtl9PX1IZvNNlSukPEXGfC3KrzazFrRk4FJIJDKmozHlEolzM3N3bwBeJOCXgwrtISAkdTadDqNWCyGWCwGv9+PSCSifpM02VYGq8aapqlK2PAlkJx/oNEFBTS+XNK1pUOnF+ufpfUh19fdClYvtXS18TeZZa2XnxkbGwMA7Nq1C1u3bgWwKji///3v48iRI9dnYG20LKampuByuTA8PAygMY7C7pWErDwh44VAYwFXPQ+GkAJKd4nLd8FOuLw5YAqFFVrmDhQKBSQSiYa+660ST7lSyHI07e3t8Pv9yOfzKJfLDawv+SJR++KfjLXIF01qatJVwD4ZMsYiGTrcF9eXjDKWnyGBQBbFlMKFLzZdHBRAyWRSXcsHP/jBhkljZmYGTz31FJaXl2/2bbBxk/DUU0/hT/7kT/CzP/uz+LEf+zHMzc2hWq0ilUrBNFca/LGDpczhku8C0ChEdAtbFzrSMpd/ulDRc79sXH+s19qkJQRMrVZTLLE7QevghM7+4i6Xq0G4SO3OSnujEJExGH3/Vq4F/qYHTKXQsaoDJV1s3Id+PIKMNZ0y+sILL6h1SBXnsWq1Gp5++ulrHlcbrYn9+/fD7/fjrrvuQjgcVkVli8Wisnj5R5KIzlLUn2Gp4Fjla0l3mG6J659t2vKNBbsOW6FlZnPpCrNiiN0uOH78uJqEg8Fgg2Ugi1HyJSJVWVKHSS9m7oyMq8gcFxmol9VpZTBfJljyuFafmQVN1p5uuZAC6vF4VDM3YHUykLGWX/iFX1DXwb9jx47hv/7X/2p3IbzD8Nu//dvYvn07fu/3fg9+v1+V5k8mk6o5HQP8kgZPKj6f9WaJk9Ia1ssq0SoHsEbwsCme0+lENptFJpO5KePxZsR6lVRaQsA4HA4kk0lVW+x2tmKoMVUqFQSDQRQKBaXJuVyuhmx9oJHpJTPmgdWXSL5IcmKXOT/N4jW6u0sukxog3Wx6sFUmfTIPJhgMrilBU6/X8fd///cAVijLd999d0NJnEqlgjfeeAOf+tSnkEhstPuDjVbFmTNn8IlPfAJLS0v4rd/6LbS1tWF2dhaHDh2CYRjI5XIolUqIRCKqPxGfZSsLmc8nnxW6wfiMyWeXgX0+s7p7WLrMuI0k1ti4vmimHAAtImCoxQcCgXXNrVZHOp2Gy+VSLwCwtiifDGzqyWM6m0zm/MjAqHxpgdVYlaR8Shcb0ChUdAHi8XhUldtmWfwEe3roAVbDMDA2NobDhw8DAN761reqVgi8VjJ7JLXZxu2JL3zhC3jjjTdw9913q2Vnz55FKpVS1jCwWoBWumulewuwZlJaub2ke1kqVJLpSKubeWaSwmzjxmA94lVLCJhqtYrFxcV1JeHtgHPnzinrhe4w+qLL5bIKcup+YikEpLams7nq9TrC4TDuuusuPPzww3jLW96iji2z8oHVXBcrl5oe65Hr8U+65Bif4XbRaFQJOZk9XSqV8MwzzwBYsWJ+5Vd+pcHFQa3z5MmT+A//4T8oYWTj9sLHP/5xvP766wgGg/jN3/xNtfzIkSMol8tIpVIoFAoIBAIIBALqmeezKevs8bkolUoNFH66leWftPolRZ+5NXTD0QpijyVa4XZTspuPlhAwzNS/XVljxL333ot9+/bB6XSip6cHvb29alK1ck9J15VOyeRLRCuGk730JS8sLKjPssqyVfkNChFgbf0xVhbgOj6fD36/X8V/mK/AbZj4GggEGuJGLOT55S9/GcBK4uVdd92lKllLDfTixYv44he/iO985zs38pbYuI4YHx/Hv/pX/wqHDx9GT08PHnvsMfXb8ePHUSgU4HK5sLS0BIfDoWKQVKJkwqSu3PAZkq5gGasEYOk61+nKupIqSTJ6HMfGjUdLJJU4nU7E4/FbfRrXDSwPww5+nFjZppnQhY70Q0vIl6ZSqeDll19W2f3rVaOV1oMUZLq1I9eXLDOavnIi4LrBYFDVJeN2fHnHxsbU+nfffTeWl5cxPj6uzkO+6K+88gry+Tx++qd/+noMvY0biM997nM4evQoPB4P4vE49uzZo347c+aMEh6FQkG5UfXCrVaMMEI+j3y+5e9WrjRJWJHLuD9prVPZuxWV1d+saAkB00oVkK8Wc3NzcDqdqstmrVZTMRkyx0qlkjLfJcsKQMPkLwObegtkKQD0vjB8yWhxyDIzdEdIwcPsfAANmiMLZBqGodwTABR7zOFwoK2tDel0WpXj4DnUajVks1l87nOfwzve8Q689a1vxdDQEP7yL/8SS0tLytLh9SwtLWH//v1ob2/H29/+9pt0t2xcCb7//e/jf/2v/6UYkl1dXfjH//gfY+/evQCAL3/5yxgfH4fX60UymUQqlcLIyIhyj8lnXCpGABpYlHy2maelW9rSlatXYpaKlIxD6syzfD5vC5ibiJZwkd3OgX0im81idnYWMzMzSoOib1m6lwiyXuSLJf8ArBFA/E9BpPeS0fcHNLoIJPgS+nw+RKNR+Hw+JVxkcUKZi+Pz+VTZDxIDZKxG7ndpaQmnT58GAPT19WHz5s1rXCSmaaqSOufOnbt+N8PGdcWXvvQlnDx5UhE82tvblXABVpQrurcKhQJM02ywYPRnHGisLKETT+R/rguslkmSSZVynxK6K0wSa9aj1dq4vmgJC+ZOuOELCwsqUXFgYADBYFB116PWRo3K6XSqF0ua81bmviQByJdSWiH8jdtLNxwpn3JfnCi4HQBFPWYinN/vR61WQyaTURRTFh51OBzo6OhAtVrF+Ph4QzsB/s/n8zh58iR2796NrVu34td+7dfwZ3/2Z5ifn0cul2u4hmq1ikOHDsHpdKKtrQ179+7F0NDQDbtXNjaGyclJfPzjH8fi4iJcLhfi8TiCwSAef/xxtc73v/995HI5uFwu1d7c7Xaroqiktst2EMBqTFA2H9NjhDKOSOVHfx/oLZDvk07lZ2In55lKpdJQusbGtUHGgnW0hIC53YP7wGqflVAohL6+PgAr9ZkkS0YW5QPQELfQhYjUyri+0+lUn9lEDGiMn1gx0fgiSkHDxE+3260KEnZ3d8PtdsPr9cI0TWQyGVQqFZX0ySB+MBhEIBBAd3c3Ojo6Ghg7dHHwHI8ePYpqtYqdO3fiV37lV/DCCy/gtddeU43WpFB89dVX4Xa78eqrr2JgYAD79u3Dgw8+eEPvmw1r/Pqv/zouXLiAWq2mqiBHo1EMDQ3hfe97n1rv9OnTyqKYn5/HwsIChoaGVIKlniAMNJJMdOtdJ7oYhtHQBVPP+pfryneIn1kLje8Gn/31ypvYuDKsV1DUFjDXCZwoWcpesmT4XVogVsFNfZnVC6XntujnIKFvr+fNyJwcsnGku5LaX71eV22rWXWZXQqj0SiWlpYAoOFF5jHL5bJKrOzr68OePXtw+vRp5TqULkAGdbPZLCYnJ7G0tISBgQElsG3cHPzhH/4hxsbGYJpmQ4Vun8+nipkCK27QQqGgqlXQMmWOll4YVVd6+FkvXwRAWfp6dXD9XZGxRn3ffLYrlUpDorMuoGxcG9abv1tCwLRKF8prRSqVUmw4PvRut1tVG5UWi57jAjS+PFIj019AmVjJAClfHv4uYzV86WTZFwqUcDgMt9u9pgWCYRiqQCVfymg0qoRmsViEYRjo7OxEJpNBJpNRRTCBVbdnvV5XvTk6Ozuxb98+zM/P47nnnkMul2sYG1o+rFyQy+XwH//jf4TP58P73vc+25q5wfjUpz6F119/HfPz8w2xE9LWf/7nfx4PPfQQgJXeLwcOHEA2m0UoFEIikcDy8jICgYBiGEqKsowZ6jFJq2RjGWthoiS3kwKHz4ykQdOK5nda+zz+naDQthJ6enqa/tYSAuZOuOF0g8lkLuax8KWQ+TBSs6O1I33MunbPZVxHvlh0I1i518i0kcKFPXa6urqajj2vh1ZMOByG1+tV8R0yfeLxOMrlMqanp5WbrL29HclkssEqSSQSqkncu9/9boyOjuLChQtIJBJKgPGamaBKoVMsFvGlL30Jzz//PHbs2IEPfOAD1+u22QDwb/7Nv8Hx48eVL11O1j6fD93d3XjrW9+qhAsAvPrqqyrwD0AVdw0EAgiHw4oIwufVqkW3jCdSiMhYi6S0SwWJ74qsCkBBosdpZBUJVqsolUpIp9MNldttXD3a2tqa/tYSAuZ2RyaTUQ+5bNPq8/kaanwx6C+huwsIGaeR33UBIrsDEnzZJWuLQkgywtYT7BSUMkgr0d7eDpfLhXw+j2q1imAwiKWlJdRqNaXB6mU9MpmM6u65a9cuFdNhDEcfGz0+tbCwgEwmA7/fj/e85z1Nz93GxvHXf/3X+MEPfoByubwmLsLJ+sknn1yTpzQ3N4d8Po+2tjYV1+CzIksJScq9jIPI54IWic6sBFYFhDwvChb57sh4nk6UkVa+tLCLxaIdi7nBsAXMdcD09HRDrCWbzapeMPxM4SLjIdS+rJhiMklM0jz19SXbRmfdSO3M4XColz8Wi6mJvhmKxaLSEoGVOmvSBcb8mWAwiOHhYaTTaTz//PPIZrOqpXWhUFDusYGBAeRyOVSrVbS1teGxxx7DyMgInnrqKaTTaSWkCT2jW5a2ef7553HgwAEMDAzgn/yTf3LN9+/Nhkwmg09+8pMYHx9XFqRuUTOw/8gjj6wRLvv378fk5CRM08Rjjz2G7373uzhx4gRisRgikQgikYiyYChomA8jWxvLXC+uw+88D/leyD5GMsdLssykwJFCh/+llXMnsFdbHZe1Dw3DGDQM40XDME4YhvGGYRi/eWl5u2EYzxmGcfbS/7ZLyw3DMP7CMIxzhmEcNQzj3ht9EbcakgrM7zIeIk15aerrrBr5J7VIme+is3F01pjUPKU2GAgEVAnzywkXACiVSurcmQFdKpVUXxtaZqlUCrlcDgMDA2q/hUIBHo9HtVfO5/PI5XJqHIjBwUFs2rSpoeSMXrpdChdOUOVyGel0GmfPnsWXvvQlnD179lpu35sKs7Oz+OQnP4mjR482NIqTzy8nda/X20BJJs6ePatcmVQuisUivF4v/H7/msZfemdV+S5I0osea6QyJTtiSqtWxnZkwrH+nhDyN93KsXH1WK/8zkYsmCqA3zJN83XDMMIADhqG8RyAXwPwvGmanzIM43cB/C6A3wHwHgDbLv09BOA/X/p/xyKZTDYklwGrsY9isah6Vusl96XLQAbi+eAzGC/zZ6QVQ2HCiVcKLsZOuI++vj7FcNsIGE/xer2qQyevzefzqYKFdI90d3fjySefxA9/+EOMj4/D6XQiHA6rlgXj4+Noa2tDIBDA8vKy8tu+973vxWuvvYaXX35ZTXg6s4yQpAYGcY8cOYLR0VH8i3/xLxp6CtlYxbFjx/DSSy/hmWeeUYmQ+uQLrLpfXS4XHnnkEfzET/wE7rvvvoZ1Dh48iImJCXi9XvzSL/0SfD4ffvSjH8Hv9yMYDKr4C91RuhtLCjRJNiENme5dGXshxZ5xR9M0lSva4XDA7/fDMAzk83m1PvcnmZxWLS90683GlWO98busgDFNcwbAzKXPGcMwTgLoB/B+AI9dWu0pAN/FioB5P4AvmCtP1SuGYcQMw+i9tJ87DtlsVn1mozEmKDJYDaw+3DptmRqY1OrkC8DtWLqFVGFqbwyMcl3SQ7l+KBRSddGuBF6vV7kySDv1+Xxqkg8EAvB4PCiVSsjlcjh9+jR27tyJoaEh/Mmf/AmWlpaQy+XQ1dWFSCSCXC6H6elpdHZ2wuVyqcTUjo4OvPvd70Y2m8XBgwcVsSAYDKJeryORSKyhacuxqVarSKfT+OxnP4uRkREsLi4ilUphx44d2LZtG7Zt23aVd/b2xvHjx/Haa6/hm9/8pqKRS63eqt4dFZKf/umfxj/9p/90zT6/853v4MyZMzAMA7/zO7+jlqfTaYTDYUSjUfW8yUC9zIORRBMZHwRW341yudwQP+Q7pOe2UOEplUoN1r8eo5H74Xe6e20Bc2NxRTEYwzA2A7gHwI8AdAuhMQug+9LnfgAXxGZTl5Y1CBjDMD4C4CMAsGnTpis975YBWVXyJWHQ2uPxKE1Msr5005wvoezhIl1sQGPCmB74l240CizWd3M6nQgEApYa63rgyyrb20ajUbjdbmSzWSXkcrmc6l4IrJACent7MTExgUKhgFwuh1AoBJfLhVQqBY/Hg1gsBsMwGijKW7Zswfnz57G8vIxisYgHHngApmniO9/5TgMBwEoAO51OnD17FrOzs/D5fHC73Th+/DjGxsawsLCAHTt2oKOj44qu/3bGN77xDXz1q1/F4uKiqr6tPzd6vgjvdVdXl6VwAVbca7lcrqGWF7PiXS6Xqr6tCxOr4LxkifEcrNzIVm4s6R7js0lI95jcVgog7sPv96/by8TGtWPDo2sYRgjA/wTwf5qmmdb85KZhGFfk0DRN8zMAPgMA999//23rDKVJX61WFTNLFu8DGotSSvAlkM2QpMtMj0Uwq14eg989Ho+aNHw+H9ra2lQ156sBtT3+Z8Y/gIZj1+t15SpLp9OIRCL48Ic/jD/8wz9ELpdTpWHi8bia7Do7OxGLxQCsltjZunUrqtUqpqamcOLECSWwOJnRDSgFudTGDWMlb4cJge3t7fB6vXjttdfwgx/8AG1tbfjQhz50RxRW1fHqq6/ijTfewIsvvojFxUU1dnpnRzkZy1gGLdTf+I3faMjSl5icnMTy8jJM02ywXj772c+qPBk2DJSxNMkAY68k3boBGvNZeO48T6lISUWD7EypcPDPipmmg+d3J6RJtCo2JGAMw3BjRbh80TTNr1xaPEfXl2EYvQDmLy2/CGBQbD5wadkdCWr4tDD4QrtcLlVSBVhJwqR1I18sq0x7yYhhFrJk4fC71MiAFbcWYx+cwC+HqakpVWF28+bNajlpyjxGOBxGNptV9FSn04mOjg60t7ejWq1iYWEBb7zxBkZGRtDV1YV/9I/+EZ5++mnMzs6q5lLscLm0tKTcKOVyWR1/06ZNaG9vh8fjwenTp5FKpQA05klJt6Fk2xG0Huv1egOxoFgs4vjx49i3bx+8Xi+eeeYZZDIZ9PX1YdOmTbeVFX306FG88MILmJycxPj4uMqgB6CSe2W8TiotwGoshIrJgw8+iHe961149NFHmx7v0KFDKBaL2LVrV8NvL774Inw+H0KhEEKhkKKoS8tFjytKgSfdZ1IAyhgN76lUvCiQ9JgkP3N9uY10IzOR1zAMO3Z3jZCpGTouK2CMlRnsswBOmqb5Z+KnrwH4VQCfuvT/q2L5xwzD+DJWgvupOzX+AkAFTQEoH7RkthBSePAz19PpklL4yJcEWGXkyJeWLyb90tFodEPnnslkUCqV1uTnSOoqBSi7crLES61WUxotADWpnzlzBl1dXRgeHsa+ffvwzDPPoFarIZ/PI51Oo1arIZlMoq2trcEPXiwW1cTY1dWFdDoNj8eDYrHYULxTspD0sZJgT3haWdVqFW+88YbqtHj+/HmkUimcOHFCCbc9e/agt7cX3d3daDVks1m88MILmJiYwLFjx7CwsNCQP9TMNQQ0VibmODHeEolE8P73vx/3339/02OfOXNGWZrvfve7G37L5XLKWiS1WX++edz1LAn9vHldsiilFBTcj5XHQF6zvm893mMXvbx2rFeJZSMWzNsA/DKAY4ZhHL607PexIlj+3jCMDwOYAPDBS799E8BPAjgHIA/gjk5UYJ0tusqCwSDK5TKKxaLq5Ais9LxJpVINfHw+7DTnZSFLTvC6Jsr1pRbK6sderxeRSGRDbLGJiQlFO9YtoeXlZfVSypph0hXBPjHJZFIxuiiAJicnsWnTJjz++OM4ceIEpqamUC6XMT8/D6dzpWdOMplELBbD0NAQ/H6/cmcAK5nBu3btQiqVgt/vRzKZxPz8vOq6qbt5CN2fT22VAuy1117DoUOHLIX97OwsXnnlFbUvZqQPDg4iGo1iZGQEw8PDG6J4Xy1KpRLm5uZw6NAhnD17FolEApOTk8hmsw1xPEIGsfWYhhQ6nKz53+VyIRQKobe3Fx//+McxPDzc9JxeeeUVnDp1CgDwiU98Ys3vJJKw5QPjMTKDn0JeD+jrQkFeF58/p9OpYnV8L2SPJb3aBd8jybzk8Qjm50gBaOPqsd58sxEW2csAmkWIn7BY3wTwzzZ6crc7pFBgkqHMIyBkYJTalKQWS5MfWJvFrieO8SVkpWPGWzYyAZKZRQtBvogAFEHBNFcKT0qtUX4mi4vnTUvnjTfeUC6nBx98UCVbMneGbj4SAJigJ4kOwWAQTudK62mv16ssEjkGVtp6M02VQlFWoeb46lqxaZqqvtr09DScTif279+PSCSCQCCAjo4OdHR0IBqNYmBgAH6/H729vZcddyKTyajY1Pz8PKanp5FOp9X/+fl5ZVXKpEQJK0tABu9lMy7pVmRwe8+ePXjggQfWFS7ASpvkZpYHFQvS2WU5fmlRyWdWtzJ05YbnDDRvcay7++Q+eK5S8HA5n/P12HQ2ri9sCsU1wu12qwx1mZGsd81jQy8rRpnUxKhVSSaZ1MwAKC2OlosstX85pFIpzM7OKpdaJBJBuVxGJpNR58FALCsmG8ZqZ0tZM4rnTlcN82WAFQtpaGgIDz74IPbu3YtPfvKTKlaQzWZRLpexsLCAdDqNaDSKbdu2YXBwsKFmWzQaxdatW5FOp+Hz+XDixAmkUikUCgU1kbEwpmQn8Tr0SYcTtu4yku5HHQ6HA5VKBfl8XtF9pZuOlmggEEB/fz9M08TMzExDXITgeOmkDq6nWyhyGylkmk28ErxG7tPj8SASiaC9vR0f+9jHGtodW6Fer+P48eOYnZ0FALztbW9bs85XvvIV+P1+lbzL/i/SSpeCjsJGBvl5rlIoSCHEthJWbi6uq+9HKhHSupNKEt2nVoLTxvWDLWCuEYwPUDuTAXiJUCikljFHhVoql+vZx/LFkvEQACreQsvlcsKlWq1iYmKioS6aFAimaeLixYvKGiIpgS4PPUmuXC43THilUgnZbBb5fB6FQgF/93d/h76+Pvzqr/6qqsT7+c9/XglJuufq9ToWFxeRSCSQTqcRj8fR3d2thGo8Hle5NA6HAzMzMzh79qyq5kzoSXTS/SJjVRxXq8mawsYqH0neIyuhlM1mcerUKTWBUfBJSCtEWrFyQtQD3bwWnQGmWxU8L5khz9+j0Si6urrw/ve/Hw8//PCaytlWOHjwIM6dO4dkMomf+qmfWpNwCQAvv/xyQ3KlPDdpOenuMo6RdFVyLOlO4zVRsZJZ/VIpk1n8tG65jVSC5HFkHo3tIlt5F6+lqzBZi1awBcw1QroeZOe+ZhM+/cpWmpPM1pcTmpWvXbokNqKFLSwsqMKUku7JCc6qjhO1SpIQeB60bqT7hpn9tGQqlQrGx8fV8e+55x58/etfx8LCQsN2ZKCk02lMTk4in8+rWmay0GZ7eztGRkbg9/sxPz+vernLP92nL9lTcnJvFruRk7Sc5HXXDreRy/R4gJ5rIo8jtXWuJ4WDtFStGFbcByGFk14k1efzYWRkBPv27cNP/uRPWjwZa0FlY35+HqZp4p577lmzzokTJzA9PY14PL6mXwuVIXme0orgM8TzlGMsBbi8RulOs3KLyvV115u0ZulB4Pv5Zk+yzGQyaj65WkgSjg5bwFwjpFZpGIYKIDaDYRhr8llk7TBg1U0m2VISMr+mv7//sgImnU4rajFdNNLFQ6G4vLysrBH5QvKllxYXJ3guI0uMpdALhQKq1Sr+7M/+DP/8n/9zuN1u/MEf/AG+8pWv4Nlnn1XXVSgUVLfP8fFxTE1NYWlpCXv37kU8Hkdvby8MY4UmvX37dnR3d6vEyvn5eZw/f15tb+V6sYq3SOEgy49INp90V0mrRgpheU+tBJnu/pTLrDRrrisJIFIT19e1OhfpOo3FYvjgBz/YNLelGX74wx/i1KlTqNfr2LlzJ5aWllSfI2J0dBT1+krybTgcVuwxwzAaFCw2I6OVprsxJSNSxpz0mKOVNSkFm6Q+8xzkb7rbFFiltPP5fzPiepBWFhcXm/7WEqO6nol1u4BuEfqMrR5YqVlxMtSD9sAq5VdqpAy6A42unssJl2q1imw2q1oUU4OTExQnAOaryEmZsSQZzK9Wq6ruUy6XU8KF8RFaSrVaDYcOHcJv/dZv4S/+4i8AAB/4wAewsLCA119/XV0j12X9qEKhgIsXLyISiWDbtm2Ix+PYunUrPB4PXC4X9u3bh7a2Nhw/fhxnz55VxUV5jj6fT7nUOIlILUtmgkvLQYf02ctx1z9Ly0QXKBxf/s5t5TF1IgewSr+V91xasdyffJb4ub+/Hz/+4z+O++6777JBfKJYLGJ6ehoXL17EkSNH0N/fj4GBAczPz+NLX/oS9uzZ01D48tixY4hGo+jo6EAgEGiwWPSYij5GzNXRr4NFVelC5jjw2nkM2UxMt3xo1ctaZVI4Szccz+Vy8aybDZZLkuVwridYfeFmoCUEzLWYZ7caUtMql8tKWEo2mRX0QLl8SQBr012ycnw+34Z6WaRSqYZaTlKrlm4gKXgIqWXS7QOs0kXpDmMshzkrnCj4Nzk5ibGxMWzZsgUA8P73vx/Hjx9vUCz0jG9Si03TVI2w+vv74Xa7FRWc5Apei6zFxtyMarWKQqGAubk5JWQkddUqYK4zkDgW8nf9+3r32sqtox+HE7JcT08w1V1GXIcChgmP9913H37mZ35mQ1p5tVrFmTNnkMlkMDk5qZJbd+zYgXA4jJdeegm5XG5N4u709LSK1/HZ1YkXvCfyfPX4C6+Nv0mSgD6G8pp1d1kzC08fN2n1XYmL+WaCvXVulBC43td7rXkwNxy3sx9U+v6lALCadKSmqvuJpauAL5ncRvL6mYG9XtmTer2OhYUF1QRMCjPGT6T2zuZo1BipQbO8BwDFIisWi0ilUso6KhaLyg3HSYXbcRx+67d+C08//TSAlRarH/7wh/GNb3wDExMTKihLC0S6O7LZLEzTxIEDB/DGG28gHA5j8+bNOHToEM6cOaO2kbEMng9jObFYDOVyGVNTUw0CE2isbC2hT0568NpK6+X6kvFn9bucZGk9EroQcTpXu6LyN1nFwTAMxGIxRKNRvOUtb8H27dvXJENa4cSJE5icnMTx48eRTqdRrVbVeH3gAx+A2+3G17/+dQwODmJoaAhjY2N4/vnncd9996FYLCKZTGLTpk0NicVUOqSGzHGidcrrkgJB3gNpzejWkH4/5HG5TLLO5Ljz3aEVzOftRk7kV4sbXSPteu87nU43/e32ndlbBPKBZ/yF3fKarS9dH8Dqyye1MX1C4zFkXGa9ByWXyymBwH1JqrHOONJrP0kWFF9cTh60Whg/4X4lZZj74PEWFxfx5S9/WZ3fvn378NhjjzVMKvLaaf14vV7E43Fs2rQJpmkimUzi3LlzmJmZQbFYbOjcyX0Ui0XMzc1hamoKk5OTqlyNdBFKK0yWnrEKuOtxE53lJaH7+vX4QbP4C7BqjVDRkBaAfFa4DttTDw0NYevWrXjggQfwyCOPNH0miOPHj+O5557D/v37MTExgWQyiVwuB2ClU2lfXx9+8IMf4MiRI4hEIgiHw2hra1P3ZHFxER6PR9GS5bUT8p7y2vi8SkvNamzlc6lb9Pp6XFd3x0mFSpJWuC/pkms1WL3XrdwcbT0DoSUsmFa8yRuF2+1WrhxORl6vt6nZKP3uMgZA8MWUkzuX8xhSe7NCpVJpKBZJhhctCqk18yUMhUIqVsGJW04CLClDwZLNZlGpVJT2wmuh9cKXl+VoqtUq/v2///f41re+haeeegoA8Pa3vx35fB7f//73MT09rfbD62ZDs3g8jre97W04evQoRkdHcfjwYRQKBTgcDgSDQRVIJkmB118oFJTLR3fJcKImWUHPtZDjbCX49Xsq77cMZOvCRHdPymeC68h98Tnhb3SP9vf3o6OjA5s2bcLIyAj6+/uxdetWy+eB+Pa3v43Tp0/j9ddfR6lUUoQAlux59NFH8ba3vQ0vvfQS/uIv/gKmaWJ6ehodHR3o6urCo48+is7OTpw9exaxWEwVd6WCJIkJPHdW3ZbKkXRLSeVGumAZpJfCVnoIJBlAJ3bIsZOWqH5PeV7ZbLbliqBSQZPhA93d1ypYrzRVSwiY25nBMTg4iHPnzsE0TdVzPhAIWAoYxgQ4ecsicXrTJd2NJt0rfCkWFhbWsHuy2SyWl5cbaoZZaeQyZmEYq+w3Pf7BbcgKoxDiXy6XQzgchtvtVtZKoVBApVJRf9Iief311/Frv/Zr+PznPw8AePe73413v/vd+P3f/30lZKRLZHl5GcePH0cwGEQmk8Ho6ChOnTqFaDQKwzDw9re/HZFIBPv370c0GlUCnmPAatBWVqPX61UCSTKadBIAz0kX/hJWQkdfrgflrawYYJXQobtPWeurr68P99xzD0ZGRvDggw+u+/6Mjo7i6aefxoULFzA9Pa3coOxbVC6XsWnTJsTjcQQCAbz44ov44he/iEqlgmw2q55L0zRx9OhR7NmzR1VgCAaDKoFYCl8+bzprkTGWaDSqqOxut1s9GxQe0srXBYe0bjg2+vhKQaa7y2QcR/5vNei1DN1uNwqFghrvjeJmBPRbnkV2O0Nqlwx0N3toOVGwQqzVBGPlm9ZdSJwYdPZdOp1Wlop0U+n5IlbuB4djpQlTOp1uaPnMbaSwogVAQSjdZ5ws5Ha6G+PgwYP41re+hfe85z3q3B9//HH87d/+raJN81rr9RV69OjoKICV7qGSuMDWzJz0Ozo68Ja3vAUvv/xyQ9KdrLJMQoZpmg33QVoiuq9fj5nJ89MDzhJWmrXVZ/2+yxhcIBCAz+dDLBaD3+/H0NAQtm/fjq1btzYVLsViEefPn8e3v/1tHD58WDH7uH8qELRuHQ4HXnzxRVUtm/eYzyuFbSKRwNLSkhJS7HhKYSBJB1IQ8Fpkp0s5htKy0DV16d7if2lh6xOuPr76eyTHl0LodgAtt40KDCtr+0ZgPQ9USwiY27keUCaTUVnlpEfKLpcSrKlF8xxYZbMAaCg8KSdZYFWrJ42YpS5mZ2fVi8vtKYDkBG9VeVdWcl5YWFC1yVg2Rk6ynOgZb6ELip8p2DiJy8RL3dddLBbxG7/xG9ixYweeeuopdHd3413vehc6Ozvxne98B4cPH25ogwCstBVYWFjA4uIiksmkKjL61FNPqSzyUCiEn/u5n8N73vMeHDhwAJFIRDVIW15ebmCd0d1HoSe1XTnpS/IG0FghGFh1pRF6vEVOZgS1a+6Py7jvYDCIWCwGj8eDtrY2bN68WdU9a2trw8DAgCXzMpvNYnx8HPv378ehQ4eQTCaVK5PnxHvDcXW73Zibm8Pi4qJyMSaTSQArwlqSTNra2rC0tITx8XFVj43nDkDtl5ahVGDkM8+ir9Jil/uhtcZltH7kuMuYobTsDcNoiPVIsg2FXrlcVhUw6I67VSgUChtuZd6MbWvlOmM5Jb1k1XqQyt2VYL2eUy0hYFrVTN0Itm3bhrGxMaUVrycs29raFPuKL4zORqL2r/d7kQwyWibsZxEKheDz+ZTwku40JkLKeA8nWbq7TNNUlY4XFhaQy+XWlPVg7gv7tywvLyurhQJN1iqTAk23EDjRnThxAu9+97uxefNm/PEf/zH27duHffv24W//9m/x7W9/uyFOlE6nsbCwgHK5rFhAPG9OQB6PB3/3d3+HH/zgB5iZmcGP//iP495778WLL76oXjgy36SFxvFqa2tDNBpFJBJR58wxYKVooDGxksKVFgLPl5OdnNwoxKTQ8ng8CAaD8Hq9aG9vRzAYRF9fH3p7e+H3+xGPx9HX17culf+5557D+fPnceDAgQZByvvAc+B9lzlYgUAAyWSyQbmpVCro6OhQbat9Pp9yV547dw71eh3d3d2qDh6VCUIqBnRZEnowXhe+8hmXzDHphiNkfEauoysGuvXD7RjHu5VpEhsVLs3A59IwDASDQXWNV7NfXXHa6Ly8HousJQTM7Qz6OGW5Ek5kOvgA6NqGjMs0Y8/o0JlQMkaiv7jSRSWZXVJAsEgn3UmE1A7pT9etI90FpzOBAOtYBLXlU6dO4a/+6q/wR3/0R4hEIvjFX/xFHD9+HBcvXlQCQOa4cGxk3ITfX3vtNRw5cgRtbW24cOECYrEY5ufnkclklNC2clEy2BwOhzE0NNSQ4AdAkRfkPSJlu1KpIJlMolgsNowP9w2svLx+v1+5lUhFDwaDKlmxq6sL4XAY8XhcNV6LRqPrvujPPPMMnn32WczPz6s+PtKClXE2jhdbeUt3GWMzRCQSQTAYVOvn83m4XC5VuodKh3S5SutNumd4LI6JTHSUsRqCrjspJKS1I/cr759VvNIqViMtKhlnu91Qr9fVvSRzko3frhVXovS3fB7M7YyTJ08qJo30FVs9tAws6y4K+cJI4cBJjC8KBREAxQLK5XIoFArwer3qJdYnTz6AUqtlIJ4TBJljPO9yuawmE1o6dIPJ+IWMv/C4sjEZ15UTkWQDFYtFZLNZfOc738HY2Bi2b9+Of/kv/yV+8zd/E6+88gqee+45AFBteU1zhdGWTCZRKpWQz+fh8/kwMDCApaUlLCwsoFgsYmFhAf/9v/93PP300yr3gRO8z+dT5ycF/tLSEkzTRHt7O7q6utTEx0rEFAokWdTrdbWsVqspyyGTySj2FAPbbrcboVAIXq9XWZxcFo1GEQgEEI1G13XXZLNZ5QY7duwYzp8/j6NHj6qCpRQuUqhLi4n5FW63W9WgotXL54TP1X333Yf29na43W74/X5MTEwgn8+rcefzRAHL6+R+qGAxbqDHZXRXJJ9V+Z3bSwtEjo/+jMvtJGlAP6a0LuUzf6PB59bn8224KeB64DzBtIFqtXpD2HCXIwroRCMJW8BcI6SG5PF4EA6HEQqFmvLWqb3JyU1qVLo/lb9L15IMjFLTkw8A3RwAGjRaan8yCG+lEVIg0LLhxCCFhE4W0IO2VmOkB/uJer2OdDqNRCKB48eP42/+5m/w7ne/W7mNeJ4UMgAwNjaGfD6PHTt24J577sHw8DD+6q/+Sk0atAhlH3i6HnkPOHZ0XRWLRSQSCVVFmALW6/UiFoupltSGsVLOxjAMRfFlYU6v16vaQcuJnSw9l8ulqjBw37ITJMeKsa3FxUVF9b548SIymQwmJiZw+vRpZLNZJSDkONOK5lhTwJH1RYYYsJpfIcekp6cHmzdvRl9fH7q6utSE+N3vfrdBiZD0Y1oY0hUrXVIcZz3orMdI5OQviQ7y+eS6fA6pbevxL36WcSS+c5KifTPSJKiENfNuXMt+yeJiTOx641pYaLe9gGH9q56enltyfE4sfNj54ja7KZFIROVmyImXL7p8KaUrSE7knLw4eXCy4kTCCQmAKt8iBYyMl/AcqPHxvKTLjQKLgor7lG436ZbhJCTPW1p2dOPx5Xc6ncjlcpienkYkEsG3v/1tnDp1Cv39/ejp6Wlgw3FCd7lcKBQKeOtb34qf/MmfxKlTp1CpVBAKhVTcoFwuY2lpqYFaTTeLJEXQZcWxIR2aMRIKECsiACcvjj27moZCIfWZZYPkNnJMuT0tvlKppBqeJRIJZW319/djcHAQy8vLDVWpJSNKKi08n1gspmI7lUoFx48fh8vlUpYIJ/5IJILt27fjAx/4AN761rc2aNk9PT2qUVo2m0UymUQgEFBjx+eEgkZm1EuGGJ9pWbtMWuxyfCRVl/vg86NbMpJ8QYtKWj58BinUac3xPG80qFjQzXi9QNdlrVbbUOmoG4GZmZmmv912AobaSTqdxunTp7F169ZbJlwAoLe3F8lkUk1c1JhrtZXe8/q5dXV1YXp6Wk0sfr+/QcBIrVBaMrRiJG1Waml+vx+Dg4MAoALfABoEC7AqzGjJEHR5maaJ7u5u5UKjRUUzXObASJYYJ0bdQpH+WQoWYFUDpabKe1oqlRoC3Qy4S4upWq2iu7sb1WoVFy5cwGc+8xnMz89jcHBQnWcymVQCScYMGKyWk32pVEIkEmmIWcg21pwEL1e3Sr9fdBvpGjivQbf++JuM57W3tyMWi6neP7T0ZP4JXbTsDPr44483VFDev38/Lly4gEQigfPnz6uGbwzMO51ORCIRPPTQQ4jH43A6nVhcXEQ+n2/o1PnTP/3TAIAXX3wRR44caSi5IoUv2Yk6G0xO/FYxRlqdlUpFuXwl81EqJXIsOX7cP4+nC3JJSeY9KBaL6OzsbHpPrydoNV1PhMNhRCIRAKssPtM0r/txrhatcRYbxOTkpPIbFwoFeDyeG2YWbhSciIFV15RhrBQebKapSDeYHnfhZz1wxm2kW4Avq061jEajKp7AyV9O7Nwfj6dPeLTKcrlcgxaqB3UBNGx3NdD95HSFdXV1oa2trcE65DEY32CQvVarIRgMoqurC+VyWQXcZSxAkg/06+cYcTnXpZDRg8dAY2xAuqb0wLZkQnFdadXpYycFPzuOUjNdWlpSjLVgMKjiSh0dHQiFQhgZGUF7e/uaWmQPP/wwgsEgnn32WdUuW55nIBBQrshkMolMJqNcb1ZZ7sPDwzh69Ki6D5z0pTUmx1wKEfkcUzhKC1cfI51Jpq8jx9LqGdfdt0SrVA+52kRIxjb1TH/5fK+nDF1PBIPBpr/dFgKmVqthYmICb7zxBrq7u7Fp0yYMDAzc8vIO6XQaBw8eRKVSURrl4uIistmsymOwggwsMjAsfc76ywSsssaAVX85sDI2sVisQQszTRNLS0sqtlEoFJRmSI2T1gYFhsxFWFpaUomU3KZSqSjrjMv58ko2mzwH6dYAGn3pfAFkEBpYeVj37duHTZs2KXcYr1OeI33nPp9PHbutrQ21Wg3RaBTBYBC5XA6zs7Oq+CWFkZxw6L6iq4HnyzGhO0b3nUvhw3vWDLqAkffYypKkFdnT04MHHngAbW1tcLlcuPfeewEAzz77LNLpNHp6enDPPfcosgfdJOfPn1eVqznud999NwqFAubn5xU7DwC2bNmCcDisqiwAK891W1ub+kxLhErM5s2bsW3bNhw+fBiRSETlk0h3Ko8rr43WIa9Rxpz4O8eWVry01uXzI2MpciylO04KUrpCWUMNWLWodZfbjQbfJ1mfbaOgAlAqlRAKhRTbEFhNZAWg3MHX0x3XDLd1kH98fBwXLlxAKpVCW1sbtmzZctNM2mYwTRNzc3OYn5/H8vIyEokEBgYGEI1GUa2uNM7q7e2F0+m0FIJ88OUEywmdcQCuB6zt5idLb5A+S4ox3QwsRMne8GQI8cW1Ig1QUKTTaXWOrCNWKpVUXEYyxoBVIoGEtDg4aevkBelzdzqd6OjowK5du/DAAw8gFos1WFZ0vQBoiEHxuDIGxHgUS2uwXP/y8rKKIfG4AJSrhLW1pCZI4S8nWIfD0eCOkdfIz9Li0TVv3b2pW38dHR24++670dHRgZ/5mZ9Rkz3xa7/2a5bPJVEul/GjH/0IyWQS7e3teOCBBwCsWDIDAwP4oz/6IzW+jPdwrLPZLF5++WXMz89jy5YteNvb3obu7m4EAgEEg0HUajVcvHgR4XAYW7duxcTEhBoX+TxwHCic9XgiJz7pMpPKhHS5UWDoglhaT3riJa0juT/ZCkBaPrdCuPC5vhLrxTRN5frt6elBKBRq6HMkr+Nm5vbctgImn8+jVlvJIO7r62uawXyzUS6X0dPTg87OTuzfvx9LS0vo6elRDysn5GbJTlLz1Utn6JMw/8sJSbqpyDaq11e6C0aj0YbAJYWLNJ3lyy6Xe71emKapSn9IoSNLwMjtZUIc9yO1Uq6nL5PguPX09GB4eFjRY6VbSx8j6WPnmFLout1ulU0eDofhcrmQz+eVsG1ra0MwGEQqlUIqlWoQJtyXvA5ObtLSkkqCfo26m0K6iOr1umK0Schra29vx+DgIFwuF2ZmZtYImMthaWkJJ0+exNTUFDZv3qwEDAAMDAzgfe97H7q7uzExMYFvfvObKBaLCAQC6OvrQzqdxszMDM6cOYPl5WW4XC7s3r1bacrFYhFnzpzB0NAQIpGIojXLmmW8Rt4naZnwGq2EsO5Ok/Ec7lN/DnjPJcmA48z96UnDPJ96vX5TNHwdfFaoCHLsiGZus3Q6DcMwEIlElOLaCq0G1iNJXFbAGIYxCOALALoBmAA+Y5rmpw3D+NcA/g8AC5dW/X3TNL95aZvfA/BhADUA/8I0zW9v5ETr9Trm5+cbgtwjIyMb2fSmgkLuzJkzqhVxPp9XDzgthPb2dkxPT6Ovr69h+2AwqFxUQCOTRg9e6hM9t+ExuM3MzAwWFhbUuTHoTmtICgi6BiSjiy+odHEwxkGBSReTJA1IRpgUZtIVJS0Y3R9P9Pb24rHHHsMjjzyCvXv3YmpqSrG85ATP7XTtU8ZluA5fPlaUzmQy6O/vx1/91V/h0KFD+G//7b/hpZdeUtdKUABIISLjCesFa+U5SOaUriTo/nLTXAnMsjtkPp9HqVTCf/kv/wVvfetb8aEPfcj6YRSoVqs4ePAgvvKVr+DYsWMoFAr4+Z//+TXr/eRP/iQA4L777sPU1BSeeeYZzM7OYmBgAJ2dnQ3lY/7hH/4Bhw4dUjk61WoVqVQKmzZtwrve9S7cd999OHjwILxerxIwTqdTWYOcQBnXo4UoSSy0cgA05BVJZYrCRrrF5L0GGq0huT7XYW6XVASaTdC04q9HvooElRwSI2gJM0eKY6Ajm83C6/ViaGioYTnf6WutCHAtaFYaC9iYBVMF8Fumab5uGEYYwEHDMJ679Nufm6b5/8iVDcPYDeBDAN4CoA/AdwzD2G6aZtN0T9netKenB/V6XWlVrYyZmRmVw8AJiDkQfICsMmLb2tqQSCSUFrdeJixBV4CVywWAcoHRmqH/W8YTpPUBNCaomaapeoLofmxuJ+nCzYKn3F5OoOtpOBQ6PT096O/vx+bNmzEwMKDqjcmaZJINplNzpcVBjRpY7QnvdrvR39+P7du3IxaLIZlMYnl5ueH85fXqQsDhcKgyNRSYVtcl40uXIz7olmQoFEI4HEaxWMSJEycArPjcT548ia9//ev4qZ/6qab7mpiYwI9+9CNMT0/j7NmzME0Tu3btwl133aXWqVZXyv3IPi4f/OAHceLECYyPj2N+fh6BQEAVECU5hOVnmOharVYxMTGBU6dO4YknnsCPfvQjZQnIOAifU+m6tbJSOF6y1w3XrVQqDVa+7lqUz57OIOMyKYgoAGmtNrOsrzQBk4Licu420uGl5c05gmNs9VxRaOuoVqu3xArTz6EZLitgTNOcATBz6XPGMIyTAPrX2eT9AL5smmYJwHnDMM4BeBDAD9c5RsN3h8PR0sLFNFfYNbt370YsFsPFixcxNTWFfD4Pr9cLr9eLbDaL+fl5uFwuLC4uNsSNYrGYEj7sHcMgLdAYDJc5JS6XC11dXejo6MD4+DiAlWKbqVSqYdKXAkFqd9Iq0mm/UlDxuHKfsqGYJBxw33qQW76c3IeMUxAulwvxeByPP/44duzYoeIbdNMxO1y6WWTCnjwfaq0kB5BOXa/XEYvF8L73vQ/t7e348z//c3z2s59FMplcEyRmYFlq2Lp1xmuSLjOra9OXS7eNPkYAsGnTJjz44IOYm5vDwYMHVXLkxYsXkUgkcOzYMXR0dGDv3r2q9lw2m0UwGMT09DS+9rWvYXl5GY8++ij27duH/v5+xONxlT3Oat9zc3Po7OxEW1sbenp68IlPfALf/e538c1vfhP5fB7pdFqdJwW0rMVGy+QrX/kK9u3bh49+9KM4cOAAzp8/r2IdDJzTInY4HIp6LONxfA+sSC7cXp8f+E7I+CUVFT2+KK1mxtGkZdNMIJBFmc/nNzQX8ZppnTSb9K0sDcY0Q6FQU7JIMwulFeZJGQfScUUxGMMwNgO4B8CPALwNwMcMw/gVAAewYuUsY0X4vCI2m4KFQDIM4yMAPgKsvFi3EwzDQDgcRjgcRqVSwenTpzE+Po5IJNKQVez3++Hz+ZSmrO/D7XarYCsnekmrlQLC4/Ggvb0dnZ2dKpeGVgpp21aTOj9L6O43vsxkm3EdTiysUJDJZBqEl3SH6Xk7hAyay5gEferDw8PYtWsX9u7dC6/Xi6WlJeUm9fl8uPvuuxs0N8nzr1arSKfTSKfTGB8fbygPQo2ZQmdgYADHjh3D8ePH8eKLL64hHejxFHmecr16vd5gca9nnXEdeQ+kVSTh8/nQ2dmJ4eHhBmWAWf9+vx/hcBjlchkHDhxQiZ+PPPIIXnjhBYyOjuLtb387tm/fjt27d2NpaQmlUgkTExPYvHmzahBGlydjLSxc6nA4MDIygqWlJSQSCSQSCUXqsLpOCoVPfvKT+IM/+AO8733vw0svvYT9+/cjEokoMggtJSos/M7xpnLAY9A9SQtI9saRFizPS9bw0y0IK4o5PzNG16zmFgurDg0NqWTUy8U7mLwKQFVY30jMmMJJumNTqRSKxSJ6e3ubCp1WwXpCbsMCxjCMEID/CeD/NE0zbRjGfwbwSazEZT4J4D8A+N83uj/TND8D4DMAcP/999/4pgU3CPPz8zh9+jTm5+dRKpUa6JoAmmbu8uEPhUJrmnUx1sEXDYCqVdXW1qZeRCbLSe1Nn8CsJjR90rRyu0nBUavV4PP5Gtxu0v0ht7OC/oJIIdDT04MdO3agv78f6XRaCa5gMIjh4eE1bgE5IbhcLpWIODU11cAkCoVC8Hg8SmiWy2W8+uqrOHfuXMO46ufIa5MuDCkcuQ41dBkXspoINupm4XE8Hg96enqUK4V0VNZQy+VyKJVK2LNnDzweDxKJBC5evIhAIIAnn3wSbW1tWFhYaJhM0+k0uru7AUDdR95XChK96Km8NioSekyD4/qNb3wDDocDg4OD2L59Oy5evAhgbSsDHlMG3amY6EJcLpPCQVqvcuzld92ylPuW5yRdqTpM01SBdF1YrgcKLuapbBTsq5PNZtWzdaXNxW4V1huXDQkYwzDcWBEuXzRN8ysAYJrmnPj9/wXwjUtfLwIYFJsPXFp2x6Fer+PZZ5/F6OgoqtWVIoehUEjlLaRSKYTDYcRisTXbxuNxZDIZJf0HBwcRDoeRTCYxNTXVMKn5fD7s3btXmcnZbBbFYhGLi4sNkzLQWCodQIMVxN+5rs4Ik9vLpMpcLqfcNdTQ5EstYzZ6boO0XiQxgaylBx54AE8++SR27NiBV199VfUKeeihhzZ8HxwOh2I00RLs6+tDMBhUweoDBw7g4MGD6vytJn7po+c6nKz09Wlp6nWwrCCFT7P1SKTweDz4uZ/7OZw9exZzc3NwOBwYHh5WvVl8Ph9GRkbQ1dWFiYkJfPrTn8ZHP/pRPPTQQ/D7/UrzpfYfCoXgcDgwNTWluoAGAgGkUilks1kMDAxg9+7dWFxcRCKRQLlcVrlZrAAtc56kkOW9ffHFF/Hcc8/hwx/+MB588EGVDEpXKxUitjSIRqMNPWN0OrIcaxmXAVYVGrlM3gMeiwoSl+uutkql0kA9l2CvJbfbraom8H3YSJVh3qeNChg+S/l8HqOjo/B4PLjvvvsa1mE8jApXsxjgrYBs1aBjIywyA8BnAZw0TfPPxPLeS/EZAPjfABy/9PlrAP7OMIw/w0qQfxuAV6/u1Fsb+/fvV8UAz549i8nJSfj9flXGhPkxANbEYXp6epBMJhte2lgsBpfLpZYDq6UgZHIY29+SJSYtFzmZA40CRo8hWLnUuK3k6jP3gZMWs+Sl64L7AKxZcXzJuXzHjh3Ys2cPdu3aheXlZRw7dkwJsvUaGDUDKdZ0S1y8eBGFQgGHDh3CuXPncOTIEVV1WLdQdE1Zgi+ynMTkxKHTY7lPOT5WQkUXWgycf+ELX8Bjjz2G3/u931P5LIlEAr29vejo6IDb7UZPTw+OHj2KM2fO4IknnsCWLVuUy4t9b+655x61b+b4ENlsFoVCAclkEqOjo4phl81mVTfLUCiEWCyG7u5uzM7OolKpIJVKKauZE161WlWxgy9+8YvYv38/fvZnf1aRIkiA4fhy4pfVrOXELZ8XOf58Xjn+cqLn77wXfBb0mBetZln12QrZbBanT59GX18fisWiUq6KxSIcDseG8/A2an1ks1mYponZ2VkEg8EGWvqFCxdQLpfh9XoRjUbVfWwV4QKsf50bsWDeBuCXARwzDOPwpWW/D+AXDcPYhxUX2TiA/w8AmKb5hmEYfw/gBFYYaP/MXIdBdruCTZm2bduGZDKJ119/HaVSSVkUDDKTBcPkPgl2WwyHw2oZe52TsRQOh9WLwOq59A/TIpAvpWTa6JC/6ZYNt5eCQcZpqNXJiZl+cK/XqyYMK0aJzvTx+XwYHBxEX18f3G63Csbz96tJfKPWzvNLp9OYn5/H+Pi4EjZWjCNJgmgmDPSAvpVw0teX6+nQhQv3u7y8jFqthiNHjuDuu++Gx+PBO97xDjz11FNYXl7G8PAwurq6UCqVsLCwgEwmg76+PmXpsIFWe3t7w/F0gc37xYA/6ejsaGkYBuLxOJ544gl88IMfxOc+9zkcP34c9XpduejkuZNanMvlcPbsWRw5ckSx16xaiEsWoB70t4qL6a40+WxyfcZuJHPTqmkflab1mFelUgmJREK5r5nILN2GV4NmVodhGMor0dPTs6ZTqNfrhc/na5gn9DG6lbhWFtnLAKyu4JvrbPPvAPy7jZwcAEWPvZ3gdruxefNmnDlzBm+88QbOnTuHrq4uTE1NYdu2bar8xuzsLAYHB5UlIzEyMoLFxcU1Dw4Dew6HA21tbYq1Mz4+rjo7SkYXIV9GQs8dAdYm+0lCgD7xSsaYTETs7e1FOBxWAmFiYqKhBInucpOTxZYtW/Dggw+io6NDXQOr8hKvv/46Ojo61vD+myGZTKqJzuv14tChQzh+/DjeeOMNZDKZhgldn8zkS9psHPRJkMJWThjNaMtWy6SQ4eSZSqWwtLSEn/3Zn8Xu3bvxyCOPYHh4GJ///OfR0dGBj370oyiVSvjbv/1bJJNJpekuLi4qq+ORRx5BKBTC1NTUGm2YcLvd6O7uRjqdxsTEhLLQqPmHw2HVBI0BZ+mKlQwu1nEjXb9cLuO5557Dpk2bMDQ0hHw+31Din2xImeGvZ+FTcNPaoOtMKgEssyJJA3Rrcd1gMAiPx6NIAXojuGbuLqfTic7OTqTTaQwMDCjqtsfjQalUwuzs7FU19rISBLOzs8hkMgCA/v7+huKi5XIZ0WhU5Q9ls1kVP6vX60rw3Gqs5wpsiUz+Wy2BrxZ+vx9Hjx7FwsICBgYGkM1mkclkUCwWVd2jy2VhW1k2oVAIHR0dKrDIB5m0VD24KV0HQGPlZaDR3aBrzpIgwH1arcPtiVgshuHhYRQKBWVRybwbQicguN1uDA4OqheHkw4nHh7HNE2lXcu6WlYYGxtT5+92u1GpVLC4uIiFhQVVDUKej26prKc968KnmcVypc8wx1JSxGUS64EDB/CjH/1IuXWq1SpOnToFADhy5AjuuecehEIhJRiq1apqEwBAlaNvhu7ubiQSCZVASa2eFSiKxSL279+P5557DrOzs8qtpbtHgRWNn+dJ99mRI0fUs0vrkYJUPoeS6UWBQ+tEWtwyD4ZWMC0KEhTkPWCMRpaxkbk466FWqyn2l9frVV4ECuJMJgOn06mEzkahPyPs7RMIBBAOh9e43hjHkcQLVukgw6/V0RICJp1O45lnnsH09DQCgQCeeOIJxONxTE1NYWpqCrFYDDt37rzVp7kGTz/9tErgSyQSOH36tKrmS1rp5R7A2dlZRVGVYJl6p9OJUqmE06dPq4mcbDW+lLRG9KC9HkSVbjG+aLKHhrQ25PZcX1on6XRaXevo6KgquSKtHKCRSEDhwoA0hRKwWpVaz0uZnZ3F7OwswuEw9u7du2b8Xn75ZZUzY5orZW7Gxsbw+uuv4+LFi5YvoS5gOM5Su9VdMLxueW0yNqCTA+R6ckxkjEwy8qyEGzPggZVEyn/7b/8tAODXf/3XsWnTJhWru++++9Db24uFhQVV/fhyVcadTidisRji8Tjm5lb4Ops2bUI+n8fMzAyy2axKsJTPkdvtVnEJXhuviVaCy+XCK6+8grm5OVVJQFo/FGLyPsvrl9aNdEfynpBhxRwyji+Fl8PhaGj6Jlt88x6w2ZgV5ufnlSXc2dkJv9+v3IfMReP+re73emDLC8ZW2KuH48Eq8bRoTdNULk/+DuCKywfdSKyXKN4SAqZcLitzlBPthQsXcPjwYezbt0/1OWkljI+P473vfS8A4Pvf/z4mJiYQDAaRz+cxNjamXvLx8XH09fU1NadN08T58+cbBEw+n0cmk1HCKZVKrYm7SHYW96O7umQOCl9QOeFS+5MWB7U+uj9kbo7U5M+dO4fz58+rl1rfj7w+oq+vD295y1swODioJiY5qetJnGTj0EX48ssvq8mIkx7JCFyWy+Vw6tQpTExMqJeR+5LbSlcM0Fhen4JXWoXyOqw0YFppUrBye53Kre+TLic5mUrXD8fF4XBg79692LFjh3oedu7cqdwqVMo26roJhUKqD45prpZ+D4VCOHv2rGrF/eijj6JWq+GZZ55RFmEgEEC9vpoTJAugUghMTExgbGwM9957r+q6yHvO7Rgn0ceV94sKByd0khiY8c6qwdL6oQDiPguFghIwHo8HwWCwoVK3DpYU4nGB9Sd0uZ/LxUQuXryI5eVlXLhwAcFgEPF4HJFIRBVhNU1TdVOlpSZhxUi91VivXH9LUBH0FzGTyWBpaQl9fX0tKVyAlZLlHo8Hk5OTSCQSaGtrU8HTxcVFJJNJlZGeTCab7qetrQ25XK6hxTHZPLlcDslkUu1Lugu4ru5KkNqwnCD58lplTRMypsB19JdFJljK+ma6FqNbQABUWwE5kXJdTnLMOeA+9bwbub4uYCuVCgqFAhKJRIPriWOiX48VyaHZuevr6oKd48FzrlQqKJfLDZOuFbOsGbFABrTpdmLmPXOlDMPAww8/rLZhVv9GwZYSfCakG9Pn88Htdqt4DDtuAlC9jtjtU7pkqdVzfKamplRnTwkZy+HY8PhSKdLzjHhcfX3GbJrVidMVifXch5VKRSVJr+eGstLcL+cqzWQyKu6SyWSQTCaRzWbV2C4tLSGTyaium62QqX85XLdM/hsFl8uFX/iFXwCwErCcmZlBb2+vSg5rVTz//PMwTRN79uzB0aNHsbS0BIfDgcnJSXi9XgwMDCAYDK5bDG7r1q0oFAo4d+4cBgcHUS6XVbCXlQFIK+UEpk9aQKNwkFaB7rsm9JdDz2eR+5UuIzmhyjgFsDZrX7rHfD4ftmzZgv7+/ga3ir4/YMXtwoRAaR3RqpIN3jg5VioVpRmeP3++gZWmw2qZFNLymM1yJfR9yOvgd0IfS6t9WFl/9XpdBclrtRre+c53YufOnarCcm9vb4Obx+v1XnHgeWBgQLlqtmzZglwuhx/84AfqfIrFIp5++mkkEgkEg0EVayTRhCwrh8OhJn4qHvV6Hfv378c999yDkZERpZk3K+9PMLDPZ5HkA5ZgobCTrsRarabcXvJ+sRgtg/2SoGGFarWKWCzWYEU2w0ZyYiRkSRhacHNzc6jX66rVB9lizBPi+BSLxabPotVx8vm8aqd+o7EeSaslBIxkTnR2dt7yfi8bQTqdxkMPPQTTNHHq1CmVZT83N4epqSkYhoEHHngA7e3tllaAfDj37t2LF198UWktMueA5WhIeQYaLRN93/JllRO9hB5ElRqk7n6T1oJ84AmZK9NsggVWYkodHR2qgiwZQNIvzkmd18mgLD/Lcu9ch1p0LpfD2NgYzp07p7o2yoA+rQF5XlbCE1h128gJUHeDWLlX5L51S2W93+T5cCJlHx4mKnZ2duJjH/sYdu/ejdHRUZTLZfj9fiwtLSn//dVU1B0YGGhgOIZCITzwwANYWlrCzMyMyu3q6emB0+lUE11/fz/m5+dVszGrGCCfn4WFBXR2dsLn8zVYMlIxkfcCWC0CSXIBhQSD3ey2ymOR7KBP+ixayTFfT7iMjY1hbGwMsVhMxZk2OqFLa6rZpD4zM6OUTvYrunjxoiJxRCKRBoo5CT1SULA9QjPhxgTZm8kwu+07WrYi2AcbgAr+kUFWKpWQzWaRSqWUj3hpaUkFXq0eDsYSarVag9ZaLBZVnTEZENYD9kAjG0p38ehaIl9mK2vEyt2mW0yELqSauZ348jOWEAwGG2Iw1FYlm42+ejnZ6O4laruVSgULCwtYXFxU21hN8HoOitXET6tId82t99nquptZSlaQlqN0PRJ79uzB1q1bAazQ28+fP6/iC3x2rKjwV4PBwUF0dHSo2nM8l0wmg3w+j3g8jmAwiFgsppZRMOoKDeMk5XIZ7e3tSnuXMSpdeNMy4v2QZWwY57J6niWZhJCuUlpFzYQGXVY+n0+5N3WwjIsOw1itkSbJGcCK26tQKKBcLqvEbGCF6ce2DNIFyePo1wJAxWZ08D3mud1M+nLLCxiroOntAmodbGPLyWlxcRGjo6Po7+9HOBzG6OhoA7NncnKyocin1+tVfdDJ0JJWgZy8pdYvx06+2HI5XWVywtS31QWJXKeZlSTdbrpg0mMUkUhETRqhUAi7d+9GoVDA5OQkcrmciilIAUNrRsZPGMTl98HBQQSDQYyPj+P06dOYm5tTcQR5bjIAL9lc0rVIgceYgdTG6fKRYwWgoeLvemwanofVd05OsqW1njv04IMPNjASnU4nXnvtNXR1dWFgYOC6N57at28f5ufnEYvFYBgGMpkMlpeXsWXLFlVJgK4b3g+ZZ8L7V6vVkM1msbS0hD179qCrqwuzs7MqsJ3P51VBS7Ye10vD8DOtOipotGqlwiFjNuVyWWXJyzYLVmNlmibeeOMNzM3NIRgMYvfu3Q1KpBz3dDqtSAK0xqWSxRwll8ulahX6/X7s3r3bcuKnW69YLKp2Ci6Xy9LdaSVcKMCr1eotYZdduHCh6W8tIWCuJTv2VoOcdDJXWE7CNE0kEgnkcjl4vV7FEuEDtrCw0CBgenp6VFVbKVD0OIfUxoBGtpKEdAldTpOWeTD6b/o50B2h55bI/3oMhyY7sKKZsc5YKBRSOQXSkuG2MpBPq0RquIZhqDwiZraz+KduYdB6kpO2lWJjmmYDEYLfKQR096SMO8nxbCa8rcaLAkynigMrExqrO0hs2rQJR44cQSKRwPDwMPr71+ugceXo7+9HR0cHdu/erfKRGKfp6OjAwYMHkUwmUS6XVfVkJgzq18972NbWhvb2duRyOUSjUZimqVy/rATBnA+Ov2xXwX1RCWiW+8LnRbqUpZKlu6iBFeslnU6rY5P8oMMwDJRKJQSDQfU7mw36fD51L/P5PBwOB1KpFPr6+lRFbB3MA6PQY2zmSmInLpdLCbpbgfWspZYQMM3cBrcDJicnkc1mMTQ0hGw2q/yp2WwWJ0+exK5du2AYhsoub29vx5YtWxAMBnHgwAHcf//9AFZqc33ve98DgAaKqi4IADT01ZDuM0J3CwBo0CwB6+RC3WLRhVqz+2S1XFoFpIYytiQxPDyMUqmEmZkZzM7ONjCvZI4P3UDMtaAGeejQISSTSbz44otYXFxUkwerWNdqNYRCIQQCAZw/f15dM3+TcQNgxQUhA+ccC+mPp1Ytha6VJaeD68t1eb2SFcWJloL5F3/xFxUJRmLz5s0q8H698b3vfQ+maeLhhx/Gd77zHczNzWFgYEDFvDo6OlAqldDR0YFYLIbZ2VkAaLAuZDxp69atirTTjBm6uLioilBSoHNcdIVBuqQ4wUnmoRRY0uK1itOUy2WcP39eNVq7XKxG9qB3u92qTTnfH3owuGz37t1r9jE1NYVabaUdPIUzXcFWFpYeB9RhmuYt62rZbJyAFhEw651gq8M0TUWr5nWw5HYikcAbb7wBAIqZUi6XsWPHDuzcuRNjY2MNEw6z0KWflfx+GX/hgyuFhN6cSY+LSLeQdLEBWKMd6haI/OO++Rv/624nuR7b5ZLnf/r0afT09GB8fBzDw8OIRCIYHh5GW1sbstksEomEKk3C+loM5MtYlWmamJmZwYULF1Tgm5A9W6hBcrzJ0mH9J54ng6/y/K3iLs00WwaU16suS8WA18B7KYUShRzjBffdd5+lELFKPL1S1Ot1HDp0SJWbyeVyqv2Ex+PB/Pw8Ll68iHK5rApk9vf3w+v1IhgMNiRXEnSFMo5gmqaqr2eaZtMERytyD6sIcD8yBslnVNLaOb78XX9GrRKfjx49iomJCUQiESQSCZw6dQrxeBxDQ0Nr6ro1gxwfst3oFmbyq0SlUsHS0hIAKIKQ7CelYz3h4nQ6LeuU3SyMjY01/a0lBMztDPpPWY5c+qRZUp+aNSeWQqGgmDmjo6MqeBuPxzEzM9OgsenuKqDR/SV/14PfMm4g19WFi24lyf00C1Y3g9W6XEbN/x/+4R9UwzZWB2ZfF5Y/AdAQwOa5UrBQU11eXsbi4mJDUiV/572QbidOcDLew/GSbpHLxVP0a5OTn2y3KwW1jG1JIck/unhoLXF/V0qHvRIsLS0pVxeFyeLionIHptNpFYSORCLYu3cv9u7di5dffhkej0dNnvo5ygnf7/erApJMctwo6P6hsOBYWeU0yfGVy7lts0l6fn4eMzMzKBaLqm3xhQsX4HCsLRzaDPX6aiFQr9erXGKmuVJdQhcwtKRyuZwq+nojsNGOnNeC9VxztoC5RmzatAmzs7N4/fXXFUOKVFzTNBUNcefOnSoH5MCBA3jkkUcQCASQTqdx+vRp7NixA9u2bUM+n8f8/HzDJAo0sr4k9KRLaUrzv85IahYjkMmXXEcGXOVkx+3lvuRneS4UuGwnXa+vlJrJ5/M4ePAgotEohoaGMDIyglAohN7eXvT29qJYLGJychKZTAbT09MN9c6q1aqiJlPD1t19PA9Sa5k8ZxhGQ/Iqz01OQFZMJTle0rqhQJETmR70l/eT94Pr0+0kq/9ynKWScL0xPz+PY8eOqcAyEzjL5TLcbjc6OjrQ3t6uumD+3u/9ntr2Pe95D37wgx/gpZdewtzcnIo98pw5toZhYOvWrQiFQjh//jzi8fiGtO1qtaqsSxmTssrT4nEoFAE00IzpbrQKmheLRbz++usYGxtrcP8xObq9vX1Dyd6RSARjY2MYGhpCNBpFMpnE8vIyisUiNm/ejFQqhUAgoARJX18f2tvbN5RvYwUK8PVKUSWTyZti2VxzwzEbzcFAMztOJhIJ9XK53W5kMhmMjo7ijTfeQCwWQyAQwPLyMg4dOoRoNKrKyxB33303nnvuOeWL1dljetAfWMvgkttQ4DE2xJdTCqRmVpLUErkPnUYsYcVco4Cp1+sYGRlBX18fzp49i3PnzsHpXOnKuby8jFQqBafTiT179qh9+Hw+bN++HQAUG4laZiKRwMLCgupX38w9ZxgGxsfHEQgEsGfPHjidThw9elRNmqSRZ7NZ1YaY/ndeM/fD8bQSqHo+kLS0eG5ch64aWk669i/vR71ex759+5o/gFeJH/7wh1haWlJMsFqtpjTvfD6PvXv3qlwXv9+/pgFcLBZTz9Hy8rJy9fH8aa2apokdO3ZgcHAQP/zhD1V2/PLysgqEW03g2WxWFdc0TbNBS5YuXvnsU0mQwo75M82swAMHDuDEiRPI5XKqWyzbR1SrVVy8eBHnz59HMBjEW97ylnUD2rxPVApDoRCGh4fVeejW/ZVQiTOZDAqFAtrb2xuEZjPU6/WbVlaGHUytYAuYa4TX61VJhBcuXFAMJ7LL6B+enp5GLpdTWhI1LJbkmJqaUn52q2Cw7g6z0uD03wjpJiJ0DZ1MMl1TBBrLy0jtkZn160Eye4LBIDo6OjA5OdlQXqZeX+nUR5+0FViLippqLpdTVhB9+1ZuRX4PBALo7OxssFx0QSstUF4vX2J+t4L0+cvYF9DoKpJCSzKldEgF4kb41+v1OkZHR1EqlRAIBNQ581l1OBzYsmUL4vG46kPzzne+s2Ef8/PzSkhL4cJrlnlIHR0dDQmZ4+PjDULNKkbBZ4MTKbP1OdZW68rrk4oCny8rTE5OKuqzrAbAauhkuXm9XkxPTyMcDjcE+a1Ai1le05VUXdbBZFMqJxtBqzBzbQFzjRgZGcHExAR+8IMfKOoiaZ2cwGq1Gs6ePYuxsTFs3rxZtUuuVCrYvHmzqgBAATM8PIzTp0+rh4qQtFZaCHqiou6mkdvRly2Fi3S9cVKQQVruX7qnpHBoBp3GXK/XcerUKSwtLWFxcbEhQAuslJuYmZnB/v378cgjj+B73/seHn30UbWP8fFxNaklEgnMzs6qcvzNhBzHwe/345577sHMzAzOnTun4h2Ml/D6ZZxMFxRWJAc5tlxfWm603uj6YlxFuhwl5KTMZycWiymq6/XCyy+/DAC499574Xa7cfbsWUWYyOVy6OrqUgLF6/Vi27ZtDdsfOnRItUiQSokU2LKUfSAQgNfrVa0dksmkikEYhoGLFy+qEikOh0PlrkgtXSoEwGo1DN4/kl84jiyGyefaasKdmprCsWPHEIlElBvX5/Nhz549iqEHQOXqdHV1IRQKNU22JGQpmFQqdc1Z9exP06qwYskRtoC5RrCyazAYRCQSaUonTKfTKsEsHo8r9wwTCYPBoMr27+3txejoqPIp624voHEysorN6OC60rVASEFELZt5I7xG5ntI6N/Xg2mu9HdhrgT3yWQ5BklPnjyJ/fv3IxAIKAGTTqcxNTWlgtEsFEjholtwvBan04lIJIKBgQG4XC5MTU2pXvEcP/6XgkUPvst9ShelLnSsBIyc3NYTUM00Tk7W1xOlUgl9fX2qrfLs7KxiOOouuZ6enoZt5+fnkclklNuqmbIRDAYRCASUO5PumnK53GAt8HkkrVgKDI6zHBurZ066cq1cyFbjl06nMT09jUQiAbfbrdxrZPBFIhHEYjEV5+DzQUWE+W3NBEepVFL5MXS7NcvCv93R8nkwtzv27t2LM2fOqNa8zG2QbLBsNqt8/11dXejs7ESlUsHs7CwMw0B3dzfOnDmDpaUlbN++vSFDWWeVSUsGaO5Sk5/p/qGmJ19guT+pJRIyY1q6jrhfoJFODay64GRuAmMoPp8PHR0dCAaD6OvrQywWUz1vstmsGr8//uM/VkKEyXjVahXJZBJLS0tIpVINwWSCGmx7ezve+c53wuPx4Hvf+x6SySRGRkYAQFGW5eQofdpWMR15DClcZOxBtyzluvq4SoEv16PA5ZjxnJvhwoUL6Onp2XCwuFar4cknn1Tfe3p6UK1W0dvbi61bt+InfuIn1G/SPbewsKDiZePj4zh//jwWFhaUwKbbjy4pj8eDBx54AJ2dnTh58mRDkUv5XHIZrRIWdaSrjZYOhSDXI5mGLixa3rxGEiik0OJvr7/+Og4dOoRisYi2tjYYhqEaf1F5aW9vR2dnpyqcOjs7i8XFRZUkqie/Li0tKetmI72g9HtyI9mCNxLrMe1aQsBczo/f6mB3RrrIrOoYORwOTE9PK7dYOByGz+dDOp1GpVJBLBZDV1cXlpaWMDU1pdovcyKXf6TYygmKLw81dz1ewwmT2rnOBtNfdmnVUFvly87JU7rn9GQ4yShijIQMKtM0VQXWrVu3KhP78ccfx7e+9S28+uqraoJNJBLqOKQsp1IpZLNZVVpHwjBWkune+9734u1vfzvGx8fx0ksvIZFIIBAIqERPTmBSIEpWmP5MWlkzhFWMS6fQyrGkILGyuriupDo3w/Hjx5FIJOD3++H1etHV1bXu+oS+HokVqVSqwS0pUS6XMTMzg4WFBRw4cADf+973VHkfYNVKqNVWesW0t7fD6/XioYcegtPpxNmzZxEOhxuC3fV6Xb0n0kqWibayGV86nYbDsZrdb5qmqiBNsgLPhW5JatdyrJPJJF599VXVk4X7qtVq8Pl8GB4eVvEXYMXlRYurXq+rTqBcls1mVXsGACr/5UrQKjGTq8F6tPOWuKrbVXJL9Pb24rHHHsPu3buV753gpMEOkPR16/GNSCSiyqfwxWHhPMkcke4xq9gAH1bpG5fr6rkuXMcKMj4jXT06u02fUKUFRdcChUapVFJ9bqanpxsCul1dXSpJTQaGuT0tQ6sERQrXrq4uPPDAA4jH4zh58iRmZmbU+bP+FceUf5LaLQP9HHMZ+NfH3wq620YXUITVuOuxn2YgkYQsuI1i8+bNlst37NhhuZxMMZbpP3v2LFKplNLUZW6Lw7FSyLSzs1O5e0+ePIl0Om3pDpQMO1oj8hnVJ2q+W/K5pdCWGftc12rM5+fnMTs7qxQUndUXj8exefNmDA4OKnIBnzcqaGQzyioTXq8X8Xj8qmjHt7PrrOXL9VtVLb3dwASrUCikXjZSLKU7KpvN4vDhwxgaGsKWLVuUJjQzM4N7770XsVgMJ0+eVC8waZ1knXGy5YtkpVXL2I1ViRhuJy0ZamOSKCDpzdKtJicI+WLI3A153Hw+j3Q6rUpZ0M1RLBbx7LPP4uDBg/j4xz+OqakpTExM4Jd/+ZcxNDSEH/3oR/j85z+vyAmsVF0sFhWDiePAWFhPTw/e8Y534JVXXsH4+DjGxsaUcJbMLGB1spJjIcdJWnl0ARLSHcjtdWae1YRq5eKU61u5P59//nk88cQTa565np4eOBwOdHd3X5EXoJlLQ4+3ACvvJlti/+hHP8KJEydw+vRp1TyOlcOp7YfDYfT29mLTpk245557sHv3bjz33HPqvWBrAZlfZWWFytgYhadUVIDV+ydZeiRV0IrRXZu1Wg2HDx9WLR1YOaNWqyEYDKJQKCCVSjUI21qthtnZWZjmSjmWYrGIaDQKwzBUXLBWW6nVdqvqgd1KrNdQ8bKjYRiGD8D3AXgvrf8/TNP8vw3DGAbwZQAdAA4C+GXTNMuGYXgBfAHAfQCWAPyCaZrj6x3jegcxbzZSqRS+8Y1vYHR0VAlLupVkcy2+BLOzszh8+DDK5TIeeOABeL1eVW6mo6MDu3btwksvvaRqbjmdThV/IHSTWgb7pRDgMVksElitDyatC30S5LH0oCv3zQxrGTOQk6Lsw2GaJhYWFhCPx+HxeBoqRZNq/Ad/8AfqBaVGmEwm1WREFwQrzsoxJZX3//q//i888cQT+PznP4+vf/3rABqfLSlYrQSBFCgyj0LGB6RFJ12VMiBttW/9sxRkcpmuFNRqNXz1q1+1FDDt7e2qcu+NQCqVwokTJ3D06FHMzs7ie9/7nmqEt3PnThiGgbNnzyriRkdHB6LRKPx+Px577DHcf//9OHbsGIDVUknSGpbWIGM4FCpUeGRsQj6/Vm5g2TNICjDCNE1MTEzg8OHDSqGQyhRLE7G9MzE7O6tip4VCQb3bfH7b29sRiUSUMkVvxJViaWkJprlaykjHzcjKvxpMT083/W0jLrISgMdN07wbwD4AP2EYxsMA/gTAn5umuRXAMoAPX1r/wwCWLy3/80vr3dEolUqq7AmABpeKdBUBUBPI7OwsLl68qOjKlUoF4+PjanJi1q/UuiW3X3ej6CwmQmqDVp/lS87z5CTAY8l1pZZ9ObNerp/L5VRrWL3EPd1mbBP9yiuv4Bvf+AZOnjzZ4B/nurRoAKi8hUceeQQf+tCHEI/HcfbsWTVmVgwjHVZuFJ6/HEcdVmPYbD1Cr4zQ7Ng8r3q9rrRkK3Byv95YXFzE+fPnMTo6itOnTys3F11IjDvKuEcoFFLBfVYKP3XqlLJaKDikoAAa3bSS9kxQcFCA0xXG94t/so2zrkTwOIuLiyoZWrdMw+HwGiuESdB+v1+VzeE1Goah2hrzWViPNq9Dzx1aXl5WOTgSyWRSVQJoRax3Xpe1YMyVu00Hr/vSnwngcQC/dGn5UwD+NYD/DOD9lz4DwP8A8JeGYRjmOm8SH9LbFW1tbXjnO9+JTCaD+fl5VaCRQW35wPHBn5ycRLFYRHd3N4aHhzE4OIj5+XkcOXIE99xzD+677z5ks1kcPHhQWTLAKjuG2qCMr3D/uktA16ilQJICTOZ/cD98YZkUZxhGA/1S5ilQEzQMo4FdBqzc47GxMXR1dWHr1q2qqRN922SY1et1TE9PK41SdnZkKZNKpaLcd52dnRgYGMBHPvIRvPzyy/jKV76CH/7wh2oCoKYrLQy6RqwmIKs4lhxvXYhI0gOVB6uArczfaAarCRcAzp49i09/+tP47d/+7TXb9Pb2qhbj1xMHDx7EqVOn8Morr6gyPWTmbdu2TdUuy+fzaGtrU7XlOPmXSiWMjo5i//792Lt3r0pcpOWgZ7bTapauX1qpuivSKvYmiRZMXtYxMTGBl156SZEFHA4H2tralDstFAqho6MDfr8f58+fV+fCgH+hUFDrcjykpVIul68oX4XPSTabVcmmelIt2x9fTR5UM4XqeoO1FK2wIYehYRhOrLjBtgL4TwBGASRN0+TMOQWADSn6AVwAANM0q4ZhpLDiRmu0OwVuZve1GwFZsLFcLiOVSsHhWE0YAxonL7qsWMMsk8mgvb0d4XC4wTwPhUJK8OgZ4TL4DTQG2nXBwQlfjxU00/LkhMplwKrPmy4ran/ShcZj8mWX151MJpUVs337dkQikYZKuOyMKM9J9kihm8zhcCiffigUQrFYxCc+8QnMzs4q958cCzn+nMR0FxfXlUJJusqs3F5SGEnXpB6raQYrN5mVu3J+fh6jo6OW+9goc2wjyOfzSCQSOHz4ML75zW/i4sWLSCaTDbleXV1dMM2VNuGJREJNyiz66na78fjjj2NpaQnf+MY3lIZPCjOvSbpaKfRlbhTvF5ON5Rh5vd6GGm2sL8dnyarmGAB88YtfxMTEBKLRqCLQ+P1+ZbW43W5VlLNSqaC/vx/btm1TtdbC4bAqpWMYawkIVq7+crm8Znk2m1XWVqFQUK2RuW9g1Spwu91XnWR7o4QLi/US61UP3xCLzDTNmmma+wAMAHgQwM5rO0XAMIyPGIZxwDCMAwsLC9e6u1uOzs5O9PT0IB6Pw+fzNfiC9XpWnFhqtVpDPS1gxd02Nzen9rtlyxbVHY+Tu854snJ7SSHDdddzd8nzk5+budZomcgcBZ2dJidKaTnMzMyoa3a73YjFYggGg2uCvrrGqneVNAxDVaxmEFYKT24rhakenLeCFKi6G0s/J71EDHG540grcSNIp9MbWu9qMT09jWPHjuHgwYP47ne/q+IOFCxutxvhcBihUEhVUahWq4qazwnX6XTi0Ucfxblz53DmzBm0t7c3xPuAxnihFOpWz7YEhRAnX36XY2hlubCg5dzcHCqVinLlOZ1OlWApk2vJzAOgKk+wMjez+psJMR0ULrz2TCaj2GfZbBazs7OqZFQgEFB/G8XNJkhls9k1z+x1S7Q0TTNpGMaLAN4KIGYYhuuSFTMAgBXPLgIYBDBlGIYLQBQrwX59X58B8BkA2Llz5+3bcewSBgYGcP/996Ovrw+zs7OoVCoIBAKo1+sNlFr6ojlBJhIJVKtVHDp0CG1tbQiFQjh27JhqzgSs0EcLhQISiQRKpVJDAFTXfoHVApc648bqxbbS0CkMZACWCXAOh0MF4fU4kNTkuYzg76ZpIpVK4fDhw/B4PBgZGUFPTw+6u7vR3d0N0zSRTCZRKBSU1VKpVJRrTObSyM+hUAjt7e3o6OhANpttoD8DUMKZVGkryPFpBgoL3dLgfZXj3YxqvB4F2Yq8Ua/X8cYbb+DcuXPruiOuFt/97ncxNjaGAwcOYH5+HnNzc8rtxcZi+XwehUIBo6OjmJmZgc/nQzAYRDQahc/nU8mzTzzxBBwOB/7mb/4G8Xgc3d3dajKWFrhOAZcxOfaXkdR8usFkTTqZbMnguJWAefnll/HCCy8gn8+rArPBYBB+vx9tbW2quCUFXDweRyQSQSqVwsLCAhwOB2KxmFKGrtTjkk6nEYlEVCylra0NuVxOWSsssnk1cLvdKBaLyGaz6OjouGFWC8kWVoJ1PYF42asyDCNuGEbs0mc/gCcBnATwIoCfu7TarwL46qXPX7v0HZd+f2G9+Mul/V7uNG4LBAIBVVqCVoweLOeLIWmY+Xwe09PTSlNyOBxrXCJ9fX0qK9kqN0MGPoFGyivQvA0y15XWByF/b3YsncRAWPnY5UtERtiFCxdw5swZXLhwAYZhqFwgCgK9T70s5yI7dzqdTjz88MN47LHHVEsAZlV7PB4MDQ3hoYceUpV79RiUvAbpdtR/1++h/OM66wkoHfo5NFsnl8thcnISABp631wPHD9+HGfOnMHCwoLqh8JYAxOHi8UiFhYWkE6n0dfXpwSQy+VCIBCAz+fDrl27cNddd+Hb3/42DMNQljdpwzLfSLf2pLtXtzypKNDVxpitVJp4T6xw6tQpFdejezoSiaC9vV257vhbIBBAf3+/EkDMbaFwu5xw4TMrwfcgmUw2vC9erxednZ1XJVz08SNt+kYgm82uSyah98UKG7FgegE8dSkO4wDw96ZpfsMwjBMAvmwYxh8COATgs5fW/yyAvzEM4xyABIAPXe4Ad0KiJQDcddddqNVqOHTokKIUyu6T+sRDl1GlUsHJkyfR3t6OrVu34q1vfSsSiQRSqRTuvfdeACu+9nK5jLm5OTgcDkWX1HMDpGUhhYh8iOX5yBdeTgDcH3Nv+J/rUVOUPTiA1Sx4PfBqJezq9ZWsaCafjo2NIRqNqsKIsncKg/18gTnRM1fo3nvvxS//8i/DNE383d/9nbJSSI742Mc+hnvvvRef+tSnMDEx0XA/9AneKv4i41dynWbxFm5vJWysBArHR1KgpQCv1Wr4+te/jpGREQwNDa3Z/krw+uuvqwn5G9/4Bl5++WWl2Hg8HmzduhWVSgXZbBYXL17E0tISKpUK2tvb8dBDD2FkZATPP/88HI6V4pCVSgV9fX34pV/6JYyNjeHTn/40Hn74YQwNDal4CYAGpcrKfcux8Xq9DYKX/+lqprUhmYT1el2VjJH4+te/jrNnzypvQiaTQTQaVa3GmWfGZ6paraKtrU3VG4tEIoqgEAgE1DPYTNCQDENwcl5aWlJxFgor6Wq+Usj36UaxywqFAnK5HBwOB6LRaNP11hM+G2GRHQVwj8XyMazEY/TlRQA/f7n9StzuQX4JalsMJCaTSaXhSraR7A1CV9nBgwexvLyMzs5ObN26FU6nEydPnsSuXbsArLjhBgYGcODAAaWJyXItpF1aUT0lS4wMN27H/zJoLS0hYDX3gD1qOBFSW2OQlceS2fm8Xq6nC7F6fSWJcmJiAkBjqQ+ZvEnml5y0Ozo68GM/9mP40z/9UwDAuXPnkE6n1TrsdT40NITFxUXMz8+r/ekxFqkN87x0NxjHR28ExnGVbjkrhYJjols60m0qjyvP78UXX4Tv/9/emwfHdZ33gr+DpQF0o9HdaDQ2glhIgBQliiIlLpLiRJIlTWQ7eUlcTmqes7xJUiVnylPlSWUWu6bqTWVSk9jlSRwn5VJsV968mbJjxbHfixVFjuSRLYm2ZK6iQJAECIDE0sTSDaD3DQ30nT8av8OvD26DIEWKENi/KhS6b997+5zb937f+X7fVl+Pv/iLv8CtIJlM6hpc1dXFbopjY2Oa4mLVCOB6p0sKWb/fj71798LlcmF6ehqdnZ1YXl7GzMwMfvM3fxMf+9jH8M1vfhPf//734ff70d3dDY/HA7fbrUN8qSBYRYH3GedrJvryWtG5DhR9DrLMT1VVlW3OSTKZxKVLl/DKK6/oLHtGQbK8C+8BoHjP9fb2YteuXTqnpb29Xd9z/D6Za2MHKheZd8Y2Ffw96Zexa1OwVTA5OYlCoYBAIHDDMTLJ1g73XtrpHUYqldJNgaampuBwOEqoHGA9LUJBE4vFMDc3h+npabS2tmredmZmpiSSxOVy6ZBe0zKRjm5+F1AangyUhuFKykyG9RJUCnywpHDmeeQcTQe/nLd5TnO8QPGG5QNqzs8U2qwIQIyOjpYoXs7b4XBgaWlJ10Xj+aSAswshltfRLvCB+9j5nexgXtdy9Jid5ZNKpXDixIkNz78R5ubmEI1G0dDQoOdcX1+vKUlG6XG/fD6vy764XC7U1NQgl8vhySefxNTUFC5dugSv14vf+I3fwMrKCn7wgx9gdnYWR48e1bkv9JnY+fp4TWnl8v7K5/MlSZdyhS6FGaPb7DAzM4ORkRFEo1H9+7S1taGurg7Ly8uawmbQQE1NjQ7Sob8RKCqMbDa7ruPpjcAFyPLysq6cYD5XN0OlfhBgRQYmdwPYlALcKPR+SyiYm6mjtNXxxBNPYGVlBUNDQ+jo6NDRP5Zl6cKWXEVJnhkoholOT0/jxIkTcLlc6OnpgdvtxuTkJHw+n36Y9u3bh6GhISQSCS3YZS8MuRKUpWCkH4jfz5WZDDmmpSItIe5Pq4UROHTEy2KAQGkBU55TWjVSGXG7fODoY5Ew/TpAsa7Uv/zLv+DNN99EbW2tDgiQ587n8/jTP/1TZDIZjI6OrhNS/D55zaS/RVpsctycm7SETOpHzsukCe2oOfm9BF/n83lcvXoVX/7yl21zYsphaWkJMzMzOH36tA4tzmQySKfTukr18vIyksmkzuNhMdZAIIDOzk7U1dXhT/7kT/Q5X3zxRXR1deHP/uzPcOrUKbzwwguYmJhAZ2cn+vv7dXXjxsZG3ROF11ZaaVLocuEiQ5olu0Hfk6ygbefU5z1x4cIFpFIpnYzLCC5+n8PhwN69e+H1euH1etHW1mZrYdwKw1JTU4NQKKR7PAGlv38ikbjpsjLmgvJ2Qy7MAoHAhkUsJTai+baEgim3Cvmwor+/H6lUCsFgEM3NzWhoaEAoFEIul9MrZSm8JQe9srKC0dFReDweLCwswO12o729HefPn8fRo9cZyf379yMSieDSpUu67S9X4/SBUIFIoUhhZyZskvaRlBtwXYCSmmDHTiomKgG746QVIVekUpFIGowCR/p17Jzwdp8xv6YcXn311ZKx8XtlWRYp3Kng7OgsOU9TGfAzO2vL3MfuvOa55HXkGL/2ta/h+eef35AXN3HlyhWcPHlSZ+NTqdDh3d7ejuXlZSwtLelooYaGBnR2duJ3f/d3S6yIbDaLT37yk3A4HBgcHMTv/d7vIZPJ4NChQ+jv70cgEND5L8lkUgekcN4UrHwOKNBl9Qsugpi4yDYYvG9lf3uJeDyOV155Be+88w5yuVxJCwHZRZb+Jo/Hg/379+syMUx0LBQKmxawdshkMvB6vVheXkYqldLKFoC2qki/bZYmu1kFw2i8zR5TU1OjAzpuhro7d+5c+XNu+ix3ENvFyU/4/X40NzfD4/HopkUAdD6AdPwD64UUc0WUUpienkZ9fb2uSkt/DFAMb2RPCgp7GellCjnpZJWQSsZ0ZJs0Ds/P30zWi5L+mHLn51jNFbqdIDd9IvLcprIp5+8wP5fj4GqdSl8qGBmtxuPMoAjTES/9WZulP+yoNZNGoWLhOfP5PL7whS/gr/7qrza1umbYN8H7kAUeGVHFYqLch423VlZWdBVlpRQaGxtx333FVLgvfvGLWjB3dHTA7/fr3C8uSKSC4fUx7xH5DPB+oALNZDLaKc8gALt5Mzx9fHxchwAzyCCfz2tazLKskmra6XRa38fRaBStra3r6NmNIBmY6upqXdalurpaKzWWfWKQzGb8GiyqSdysxcOEzs104QSgqyDcbB013gt2UDcKkfwgcPjwYev06dN3exi3FclkEv/2b/+Gt99+G6FQCMFgULf45c1vRjJJAVxdXQ2v14sjR45g165deOaZZ3R0zbFjx0q+K5fLYXBwELFYTPO+kjojTSStGilQAZQcw9W77OAnV1ys7swqy2yMJTtMyu/hnCggzGrL/M8x8XPT+c7X5nsTkn4yhYTp0zG32ylfSeOZ+5tKUFqi5WDSY3ZWi4wek0mA/Lyqqgqtra144403tAPZDktLS/iHf/gHzMzM6OrejNJjrhajAlmKp7q6Wi9cstks5ubmsLS0hM9+9rN4+umn4XQ68cILL+Cf/umfMDY2hh07dqC3txe/8Au/AKfTqfNjuMgxM/mlgqGSlhn8dXV1uqVAMpnUyoUKnuHFJt544w2cO3cOb7/9NoD1ya6kftvb29Hd3a3pL6fTiba2NnR2dqK2tlbno22ESCSCQqGATCaDYDCoraFAIICqqmJNslwup8PiWY38RqX8g8EgWlpatAI1s+ZvhEQigUgkooOMWNLGDvl8HsFgUCtZl8tVQundDJRSZyzLOmxu3xL9YLYjGhsbdU8Tu+qoMhqFKzZz5ZpKpTA/P4/p6WkEg0H9kDASiuBKk0X4zHNJGkq+5zb5/dKBLfN4uKKTn8kul1wRkgrjn/wOHi8d5HJf8zNgvTCSc9jISS6DF8yACjvropzFQUXJsZiKyMzklz41OwrMHNtGY5fnNf9YBeKrX/2q7TmIubk5rUyYrMpq1C6XC16vV/tZmpqadJmdTCaDSCSCsbExZLNZfOpTn8Kv/uqvwul04ic/+Qn+7u/+DpOTk3A4HGhra0NHRwdcLpcugWJWM66qqtLhvqa1QvB+kXRcOp3W11+W4TcxOzuLkZERTE5OYnl5GY2NjVpJ0hrjvcgWyUBRUZAWYkjxRuXnc7kcgsEgRkZGEIvFdCkdaQ3LZ0DO4UbKJRQK6dBpHnezPpfFxUWdy7RREAQAXf+P95NZB+12YEtQZFvBiroT6OjoQGtrq474Iv/LFTqFDwU2rQwZ2jsyMoJwOKx5446ODly7dg2NjY0lD+LevXu1eS7rlvFBojOXlA4FGOk6yX/bWQ5cNUsz38yMt6zr3Qjz+bxt6LRJ38nwZRkkIC2ecgLJHKOdNWPnYOdYpWPetCbt7smNaDnzWJ7b/H7zHHa+GFNpyd9AWkv5fB4vvPAC4vE4PvOZz5TQp8T999+P+vp6DA4O4sSJE9qx39jYiIGBAXzyk5/UFtDx48dx5swZpNNpdHd3o6OjA3v27NGr8LNnz+Kb3/wmfvSjH2F5eRnV1dUYGBjAsWPH4PP5dCgwLW3mhHAxwu2850waivt4PB5Eo1Hkcjnt+2PuiJnzkcvlcO7cOVy6dAlvvPFGiVBuamqCUgqRSEQLflKxV65cgVJK13JbXl7W/qly1svs7Cymp6dhWcVqE+l0Grt27dKNyZgnk8/nEQgE9HEy/NsOq6urWFxcRENDgx7P6dOn4fV6N125gX15urq6NkWlLSwsIBKJ6MoJLS0tN+XTkxgcHCz72ZZQMHaCYTvgwQcfxGuvvabDLrmqYC0i6fBkjD3BlXMqlUImk8GpU6dQW1uLvr4+PProoxgZGUF1dTUOHDigj+HNyDwZSXPJchxM7jRpOSn0gOsUHikiWYGAUEqV0G9UKtJ/IUErjMdKakwGHVDZSAW0EUylIBWTtCrkuUzhbVqQ5veairfcmEwlLSGvk+lbkdfNHLPd/Ihvfetb+Od//mf8/d///bq+MaFQCEopnWU/Pj6O1157DZ/5zGewe/fukn0dDgf279+PRx99tETI/vVf/zXeeustnD9/XvtonE4n/H4/jh07hra2Nm1ZMPGVUYX0PUiFWVtbu674KhVITU0NIpFIyfWtr6/XzcpMXLlyBa+++iqGh4cxPz+vV+2k1WQYPasVs8ZaQ0MD3G63ppMYxmw2ZMtkMhgaGkIwGMTAwAD2799fUsGa5Zv4G5rjvJHlkkgk4HQ6dTfbTCaDzs7OEiVlghQ1Q8zj8fiG+xNcYADQ1RX6+vpueNxG2Kge2pZQMNsZXJV5vV4kEgm98mPSl+TspRPeXAkvLS1hdnYWtbW1mJ2dRU9Pj+6jYtJvLS0tOjOb55CVjU1KCiitJSaVDs9BpcDX0pLh+OVrGQlGJWXn/Lbbbvo3gI1j7U1LRM5LXkM7ZWEeL7fJ/+Yx8tx247nRe9Oi2UgpmdvszpdMJvGlL30JU1NT+P3f/339WWtrK37yk58gEAhg79696O7uxiuvvGJ7PY8dO6ZbAQNFwfmtb30L3/nOdxCLxUoqKPh8PuzYsQN+v1//XqSeZHQe7zsZlSejyHgPyXufVgut2nJUz/Lysu5aGgqFtNVMJU0nNwNQ6Mjn81hfX6+VWl1dHTo6OnRDPGJxcRGRSEQrL3b9lO0RmF/V3t5+05FnllWsoSafLyqbcvvzOhJVVVWbUi4AtJXGqLpbaYxmYqPSRRUn/x3G+Pg4zp8/j7feeguDg4NIpVK65S9poEKhoPvEk0KQq28A+qFuaWnB4cOH8dRTT6G1tVU7UE16ZH5+HuFwWHPMLOhHq0BmKAOlTnY+5HwtqTQeIx3xlmXpgohM1kulUvq1PEZ+j3Tkc9Vu0k7lAgPsBLRpmZSzOOwUidxPWnbmZ+a2zUJ+vzkOO2vFzldUzp9DUEjX1NTgj//4j/HpT3/atk/M+fPnkUqldGUIoOhcnp2dxeTkJF555RXdqTISiejv4fnb29vx2GOPob29HS0tLdrH4fF4tPDiwoEKpaqqSgtzGVEFXO+aSipJKhan06kXYxLBYBDj4+P4zne+g9OnT2N1dRVNTU2orq5GfX29vqasBMB7tKqqCt3d3di1a5dOiO7t7cWePXtKgiUKhQLC4TAuXryo230//vjjtoI/FoutKwRJ1mIj3KwDH4BOSbjZLsCWZWF0dBSWVWzMxufz0KF1RVpuGufOncOhQ4dsnfwVC+YOY/fu3aiursabb74Jv9+PxsZGXeqcghOAbmLEhwso5foLhQIikYheXVZXV6O3txdPPPEEamtrMTw8XBIuyOrE4+PjiEQiiEaj6woKSt8JaTQKByoi0mJS2HNs9BsVCtdzBuTqiitKadFI57j0xTCklfMFSvusSEun3ArftDZMC02O3e48phUkt9l9nwmp7Oz2szuPXLkS/C2kpSgtMdMXY37X6uoqvvKVr+Av//IvdfvehoYGNDY2wuFwoLOzE7lcTjvkQ6GQdnAz+sluvg0NDfD7/Xj88cexa9cu7XRncUzSslQOPI50MO8pzs8sBkufDMOJSbeZWFxcxEsvvYRLly7hzJkzyOVyJSHR/G2psPi+ra1N5/Yw1DkQCKC3t3ddJF6hUNBVOOrr67Fr164SBcJ7emFhAV6vd53iuZFyyeVyt5T/dyu5OcFgEPF4HA6HQy8e9+zZc9ta1W/k86komA8AXq8Xfr8fiURinZCnUx+4LiRlVj3B1/l8HgsLCwgGgwCKBTZZlsNuRbR7926Mjo7qhDd+D52eDAiQQh1Y72SXPgOZCyJ9JVx90lqhf4b72lFA8rXMKeExFLL8Xy6cWB7D61hOOZjXlOOw21cqDTk+cy6bVUKmFVOONpRzMecm95NKW4K/HSmfbDaLaDQKpRQmJydLmnRxkSCj/Mx519TUoLW1FTt27NDVhakk6HshTKrXVIy898x7SioVqVjo/yNGR0cxPDyMyclJTc9IPw/vPQbVMPSafpaWlhZNSbPxmGlxLC4uYn5+HouLi9i/f3+Js92yik5+Wa3gZvFB5f4xt8npdMLn8yEej5eUwrkd2KjhWEXBfADwer34xCc+gRdffBG5XK7EZE8mk/oBZ78VAOsEP3A9TDYWi+HMmTM6THRgYACPP/44xsfHbc3egYEB1NXV4cqVK3p1KiPAuII0lYEUftxfCg8pQMxAAr4Hiqs9dgGUApE0WbnSMXbClNdGbrfzY9hFZ5lWjNxufoepfKQ/y1SC5Y4zYadwpBUn6VCTUjMVm6Tw7CwujlkqMoL8O8H97BQyFYvf78cjjzyC5uZmXZeMbSlovUglLJWG6dOTCokLKioDuyRK3kexWAzj4+P4/ve/j3feeUfXS2PwDHA938Tr9aKhoUFXCqCPxev1lrR5djqduiCtdO6Pjo7i0qVLePLJJzEwMFBy7fL5vK4wcKuhvZuJ9FpcXMT4+DiOHDlyU3SsBC1YXlu3233Toc83wkZjqyiYDwis7eNyuXQ4o1IK8XhcUwgEiwraPfAUmul0GgsLC7q4Y09PD3p6elBVVYXp6WkdWkp0d3djcXFR10aTkV8UBpIKk9YUfSV8iCW9xP9mrTFpzZAzlrkCAEoUCf8knXIjbNZqsNu/3H521JPdOaSyNFfp5ng28t3Y+XrkOMwx2/mTzOoCptLbaCzlQAXV1NSEHTt26Jbg9KOQOqUz3u77ZE07zpV//J2pUKh4NlpZj4+PY3BwEKOjo4hEIiVKkkqLlZN5vwHQ4c1UBszqJy1NwSuRTqdRX19folxmZ2e1r+lGMK2um0Uul8PMzAyAW4+yXV5eRjqdRiAQgFKqpMLz7cRGtF1FwXxA6Orqwr59+3RrYAqjhoYGHbbJh45hj1JQ0NEOXBcU8Xgcp06dwpUrV7C8vIxf+7VfQ09PD5RSmJiY0NnQBC2b06dPIxqNap8HhQWVBG9EMwhA+oRk2LJlXS+2yTnwXNXV1SURZTJPhhQbLRliI/+GfF/OerDzhZjYyOIwhbsZssz5cQxSIdvBVAByRc8gCLv9zGtR7jtMn0w530y5OZuKUbZH7u/vx+7du+FyudDY2KjpFQpxWi8yCVf6VDhmsxsllZNdEIKJcDiMyclJfPvb38b4+DguXryIRCKhz0uaTlYLIC3mdDp1h0oqn76+Pp3l7nK5SsK133vvPUxMTCCRSJTQYsFg8LYVgNwsfD4fHnzwwVs6lkVd77vvPv27305aTGKj824JBbNRR7TthI9//OO4evWqTmajuc26Q+l0Wkd8SSFWjmMHoPNkjh8/jpWVFezbtw/PP/886urqbKNbAODw4cO4dOkSotEoEomEFnTkpWX+CWkNWaEZuE5ByVpkdhaCzLxWSunvYFkZ0oBmaRiJjSwV00fBscltUviWSyYt5zQ3rQKCipRWXjkrxbQ25G8HXC/rbs7HHJdULlxwSIvGpALLjcXumlHgk+5qbm7W/Vza29t1hj9L1pPOYggwz2n6YXh++lWYaEnabTN11CYnJ/HDH/4QFy5cwE9/+lPdo8a0GO3KDymldGLm6uqqLg3T0tKCQCCAQqFQYqGwLXk0GsUjjzyCBx54AEAx16alpaUkkOVm64LdLOrq6m65bMvq6ir6+vr0GG9klb9fMDnUDluiVMz7qVr6YYLH4ylx9nM1SB6edcPkKtAMVzVvFD7IS0tLGB0dxeDgIK5du6a/LxqNYm5ubt1Y9u3bh7a2Nh2xIx9YufK0S640V7wUUHIVy7Hx3FxdkrsnzSIF/2aoo81sK6eoNsJmrCbz/DJnSO5vWhryeklnd7ntdnOwU6Smwt+IFjPPJ3/ruro6OJ1OeL1eNDc3IxAIaL+L0+ksaXcsrQX65Qh5D8jtMoOedOlmqJp0Oo3x8XEMDQ1hfHxcZ/eb15rvee+RaqOVxTmSQmN5FHPhNTExgWw2i+7ubvT29kKpYkBEKpUqWaXfaeWyGXp4I8hcI+D9JbJvhlLdqN3KlrBg7vQPtpXw7rvv4vTp0zqCJZPJ6NLpXIHJjn0mPWOuaPmXTqdx4cIFTExMoKqqCl//+tcBFKm5WCy2LowZgM4FuHr1KhYXFwFcT4wDSiv50qpSSpWEsUqfDRWjDBaQSopUGM9PjljOvRxMQSzHaF4LCl7TSuH+5vW0+y5TWUiBLOdmJsXK77Oz6OQ85LnNeW60HShVwNKKuNH4JWVFq6WxsVH3h3e73QgEAvD7/brsC2kwWi0ul2udr85cVMix0ceiVDHU2eVyIZ1OI5VKwefz2f7ew8PDGBsbww9+8AOcOnVKl2aR5+U8OH8mUTY2Nuoe9Yx8q66uRjqdhsPhQD6fx8DAgB7n1atXEYlEUF1djQcffBBdXV2IRCIYHx9HLBaD1+v9wBbB5qLlbmMzyunMmTNlP9sSkv1esWAAYM+ePfit3/otDA4OIhQKIRwO64eXfgvSR4A9Lw+UrpL5oOfzeUSjUbz22mv4oz/6Izz88MN4/PHH4fF40NLSgkuXLsHlcqG7u1ufx+v14tChQzpxjSGtSqmSSLa6ujqtOMyaYVQiUtBIWklSQGaJEFImkpbjeTlvQq7YTQFuR1GZgl5GS5nhzhvRcOb3mIrDjtKzO8b8vewoPWD9CpTK1+xtLxWFOQ6zuKkEM9fpo/D7/XC5XAgEAlrhyAx3fgcrJOdyOU0T8XOpXKXFIsfT0dFR8qybFb2JkZER/OM//iNGRkbw3nvvYWFhYV0gDM8pizoy5Njn8yEQCGirjPecz+eDx+PB0aNH9fU9ceIEZmZm0N7ejkcffVTfrydPnkQ+n0d/fz/6+vruKMUksZWUy2axUdDDllAw9xLuu+8+eDweDA0NldQosyxLVzcFrtNOcpVcbsUrHc1AkVp45513MD8/j2w2i507d+LIkSNobGwsWQVKdHV1IRqN6n72MpPfTLak8JCZ/FJoSzpCRoXJKCJSGbImmqTaODfgelBBOXPdbtVvRyltRCFtdOyN6MEbwTx/OVDoMfoKuJ4nY1mlXUG5n1k5m8fI+8ekIekTcTgcaGpq0n2FKKCpfHgOOtKpSJgYy8gtucCQ85XWDa0hierqaiwvL5fQT8lkEufPn8fw8LBOEDR9VNJalueiUlSq6HvxeDxYWVlBJBKBy+VCZ2cnOjo6dHmUhYUFLC0tIRAIoKenB0DRD7O4uAi/37+u8vPtxmay/T8M2KjcTEXB3AV0dHToZK/a2lqk02nMzMzoXBE+uJZl2TbxkitXZhSbCog9PBYWFtDe3o7JyUk888wzaG1txeTkJKqrq9c5Effv3w+gSOOFQiHd8RAoFfaSfpJhzHJFToFjl8vDfdmnho5uzs3MBzFhJ/DLKQgKP5PCkp+XOx/fy3PbfUe5IAzTAjIFvXxNq0VaJtzGe4EKmy2qzXHIc1FJywRVmRjo8/l06K7b7dY5LVQ+PA8VD0OL7WhP+tekUuS46uvrsWPHjrIOfalcBgcHMTg4iO9973u4cOGC7mJp/l4MMgBQ8hxQObpcLtTV1SGVSmF5eRmJRAJVVVV46KGH0Nvbi3A4jAsXLuiq0h/5yEcAFAMKFhYWUCgUcODAAaRSqTvazp3Xa2lpSdN3GznMtyoqmfxbEN3d3XA6naiqqkI0GsXMzIx+eGXYsp2ANVdvcrXI90BxhTQ3N4dsNgufz4eOjg5kMhl0dXUhnU5jbGzMthz4oUOH8Pbbb+uyNJZl6dBlnluuZpW63gESKC03TyEkqTOT3pONyTZa5UtBbqcwTP+K3HezMM+5kTVjZ02a26TSl+eUPguTXqTVQEuGDzCpROZvmAma8hrL11RSbrcbtbW1utMqiz0y3FjSbQxA4T3K38mk5eQc5fdyPD6fTysDOzoMKN6n4XAYJ0+exIULFxAMBnXFcXmdpVLm9ZDRbCxNxNwbRkZ6PB50dHSgubkZlmVhYWFBVzBmvlgul0MkEtHPRzKZxNTUVAmdnEwmbylr34TMkWHdPvrAbgV32xJ6X5n8Sql6AG8BqFvb/3uWZf3vSqn/DOAJALG1Xf87y7LOqeJd8FUAHweQXtt+9n3NYBvi6aefxsTEBDKZDFZXV3W15ZqaGqRSKV2YUvoN5AO3vLysBTcFlLnqBooPRSqVQjqdRiQSQXt7O5588kkcOXIEdXV1uHr1KlZXV9cpmscffxwAdB93KgyZTKmUKvHLMN/FDDmWVolUQnTyM6nUtI4kDSetNEnLmULODuW2U3DyNVBa+ZnHmhQkYedMl8eUGxdpQFJcUrFIC4Y0lKRqOGZaMTJXye7cVCLMbWHZe0aHMdqKCo1+GfphqqqqkEwmSypN0GKR1javh1JKNyHzer16XEzsNVe74XAYr7/+OkZGRvDGG29gYWEB4XC4hBaWv6H02zU2NqKxsVGPPRAIoLa2FslkUh/b2dmJ3t5eVFVVYXBwELW1tYjFYmhra8OePXvQ1NSEoaEhLC0toaqqCu3t7ejt7cWbb76J6elp7Nu3D++88w5GR0eRzWaxd+9ePPHEE7b302YgQ5zD4TDGxsbw2GOP3fL5gBvXPbvT4ELUDpuxYHIAPmpZVlIpVQvgp0qpH6599j9blvU9Y/+PARhY+zsG4IW1/xUI1NbWYmBgAOPj48hkMujp6UGhUMDi4iIymUxJ+Q0KYz5kXElKQUiOXgpEKahjsRjOnTsHr9eLaDSKqakp9PX14aGHHkJ9fT0uXbqEvr6+dVTG0aNHAQCnTp3C/Px8SZtk6bA3FRAFoRQMpGvy+bzus86+FlLBmL6dcqVjzNd2VocUaHb0lqSS7GAqdwlzvoRZNsdUMmaINo/nNZLKhbQWx0iFwwWGtCJlmDAd7ay2LfsRyQrFXP3X1NSgqakJbrcbLpdLU3HJZLJEYfF7qCyk8qPVs2vXrpLrnkwmNf3G65VKpTA1NYUf/vCHOH78uO7caraaNpWMVOqsAmBZFpqamrTlz7YYjY2NOHToEHw+HyKRCJqammBZFlpaWtDb24vV1VW8/fbbuHbtmlZGhUIBk5OTaG5uxs6dO1FfX4/33nsP165dwyOPPGLb1O1mwGtw+fJlWJZ108qFi873WyngduJ9KRir+GuSiKxd+9uIc/g1AP/v2nE/V0p5lVIdlmXNbn7I9w7279+vY/MnJycBQK8ULcsqWd1zGx9mOyEraSkzw9yyLGQyGVy7dg319fVIJBK6j7jX68WVK1fQ3Nyse15IHDlyBD/96U+RSqVQVVWlQ5VlmC5RLhJGKgz6d3i8jErjfMzzSthZJSaFQpgVi+V1lLAbN6+hXKXL+Zj0jTyPSQvK8di9l6G3Mu+E45fOdnOMJtVGyqutrU1bvLIkiyz1wr++vj643W4sLCwgk8msq/RgR8HxfqOPh452gkVWOQf+n52dxdDQEAYHBzE9PY1oNFqyiCpnkVMZstSLUsXQ57q6Oh392NTUpP0wVVVVWhmTdvZ4PEin03qR43K59MIqk8mgrq5OZ9CPj48jFAqhsbERzzzzzG2hyCKRyC0nUvK6ZzKZ2zKW2wFZssfEpnwwSqlqAGcA9AP4mmVZJ5RS/z2A/1Mp9R8BvA7g85Zl5QDsADAtDg+ubZs1zvk8gOcBlPCc9xrYk2NmZgY1NTXwer1wuVyIx+NIJBK6FDkrFAP2DbnIz9NCkBSDDHvNZrM672V4eBgzMzNoa2vDkSNH8MADD2BlZQVDQ0PYu3fvOtObztChoSFcuXKlxJHPcTFh1OxyR8skl8shlUrpfhQym9+0uuyix8opHJNeMrcDKKH3CDtFZUfNlKPZzIx66W/aCKa/RUbXyR7yskeK3NfhcOjvk/QWFQgtk/b2dihVbBssKS4qGZaD6ezsRENDA2ZnZxEOh/X5pALitSdFxn2ozFhUkTlTDCiQuU9AUel8/etfx5UrV3Dp0iXdwVJeN1NhSyuJlYE538bGRliWpasQOJ1O7NmzB3V1dYhEIvB4PKiqqkI2m0Vrayuqq6sxOTmJZDKJ1tZWdHZ2YnV1FbW1tSXKBgDefPNNdHd346mnntqUQL9RHgsV2q36W4itolxkGSg7bErBWJa1CuCgUsoL4L8qpfYD+AKAOQAOAN8A8L8C+D82OzDLsr6xdhwOHjy4eS/sNsXhw4d1g6e5ubmSVVc2m0U+n9f9HOhUk1SMzCVhaDDrPzHKRoYoh8Nh3ZDM5/Ph2rVrmJqawq5du/DAAw9gfn4e0WgUra2t6yJb9u/fj/379yMSieDNN99EPp/X0WQcg3T8UqCn02ndMdFOuUhrSDY1k5BWilzlyhW2fC1RbjshE/bsvo/X3Dwn/9v5aeQ+8j2VoKkYZRkWKhIKdEl/UdhTwNPfUl1drWk1zsfn86G1tVWPfWVlBc3NzSX3zdjYmM7JklSd6eOTmfwcCzsyer1eXXuOixOTyvn5z3+Or3zlK7qRF8u+AOVL2ZhO/ZaWFk2zUsEyf6eqqgrz8/Po7OyE3+/Xznqn06n9isFgEFNTU1hdXcW+ffvg9XrXLaZisRhOnTqFRCKBz33uc/Y3jA02ur/MoIGbRTqd1qVvtgISiQQaGhpKyu2YuKkoMsuyokqpnwB4zrKs/2ttc04p9X8D+J/W3l8DIEv5dq1tKz+IeyiTvxz27duHy5cvo6qqCktLS7qsdjwe16tB6ewmpJXCcF/uzyxsMyJNrujp86Hjl5EyAwMD8Pv9utPhQw89tG7MPp8Px44dw8jICEKhUIlviN/D13RM038jaTHOw7ReJKRDvpz/gq/tqK9ywp+Q55RJgnaWjN34+D2cq93Y5Hsz+96kruRrcwUv50g/hPSnkD6SIckOh6Ok/h0VSz6f1xGMJm0m/S3SB0NFo5TSmfNUimZgBhubAcB3v/tdvP322wgGgyVlX+xA3xKvp1LFZGT6lDKZjF7MUKHJe72+vh7t7e0YHR2Fw+HQgj2TyWBsbAypVErf8+Z9YVkW3nrrLczPz5cUwny/uFWrJRqN3rFCle8HvA82qsKxmSiyAID8mnJpAPAsgC/Rr6KKv86vAxhaO+QlAP+DUupFFJ37sYr/5cZoaGhAT0+PFg6XL1/GzMxMSQvZVCqlrRbJt1uWpa0cAJr6YNa1zGcBSsuVMPv/woULWFxchM/nw8TEBI4ePYrOzk7s3r0bdXV1uHjxIpxO57oKzR0dHboi7uuvv657dJiVn6UDny2bZYCADFUul1gpExFNy2IjKsukLWTkmPwjqGDkcaZCMZ3R0qlv+mTMKCtp1fFY0wKhv4QCnwqEjnVJp/E4/pFeo8KIx+NQqjTiLxaLlfiXJJXKe868RqTiPB6PLm9fKBRKEu0Y/ZhIJJDJZHD58mUcP34cExMTuHDhAqLRKBYXF0t8babylsqFc5Ch1IVCQYdXy+PY+2Tfvn04cOCAdvqTcn7ttdeQSCRgWcWs/ubmZvh8vpIFbjgcxte+9jU4HA709vbiV37lV9bdT7eKW7U+Zmdn4Xa7b7n45Z1AoVDQNN2VK1fK7rcZ06EDwP+z5oepAvBdy7JeVkr9eE35KADnAPzR2v6voBiiPIZimPLv3+Ic7jn09PTA4/EgkUgAKDr7PR4PstksYrFYSaSQXMVKYcgsawpsWgzSkjBX/5ZVzHMJh8N6ZedyuRAKheBwONDS0qIbM7377rtl+3g//fTTmJ6exvHjx7WCoSOf4ZmyAm85H4vp+DfnbApooHy+SrlMd/nafM/vKKeUgFKrW1pXdsdKAWoqRI5R+jp4jWjpkCKTlom0ZBgqLP0m/Hx1dVU7v83INkaSmdfVpCH5n2OjJcH7i2BgAKMh5+fncfLkSZw9exZLS0uYn5/XtJYch0mRyWAMWi5UFlycsPEZe7sAxUVaW1sburu7EY/HNSXLxn6RSARA0efr9/tRVVVV0gF2ZWUFw8PDWF5eRn9/v22O2N0A679tJcj7eyNLdDNRZIMA1kkUy7I+WmZ/C8BnNzPICkrR2dmJzs5OJBIJhEIhXeNnYWFBCwSgtNuljCCyLEtTBVxJyigf5iIA18OagevZ+el0Gul0GslkErOzs9qaCQQCeOyxx3Ry6JUrV5DNZtHZ2VmS6wAAO3fuxKc//WlMTk7i4sWL2p/EbGUWJMxmsyW5MdL/IucFrE9GlELJhCksuTqnP4HzJeyqBpjnXl1d1ULbtGzk99odbxZ+5PFyXMxDkR0dpcKhAmGYscz4p8UiLQypjOW1k5/xvHbKFUCJ34dUKzP+HQ6HFsyJREK3fMhms8hmsxgbG8PPfvYzTExM4NKlS5idnV1X0NS8VlK5SCXMSs9MoqypqUFzczPcbre25hsaGuD3+/HLv/zLqKurw/DwMHK5HFwuF5S6njPmdDpRX18Pv99vS/l++9vfxsjICHp7e/Hbv/3bG1KqHyRuJ013J7Dl+8FUUIpjx44hk8ng7NmzsCwLdXV1aGpqQjqd1gKLdJnM5KYgkT1GpO+GQpAPs+S4pRXBSLPp6WnMzc3B6/UiHA5jz5492Llzp46ocTgcyGazCIVC65yX7LBJfOlLX8LCwkJJm2gZFCCtFukEl74K028BrFcoPIYKhcKZjm8ZZSchr+ONtpvXSyouk/KRYzSpJr6mQnG5XCW5L2Ykl6TN5Jyl4pAhwVKxUlGQbpK5RTKMm6t6hhs7HA54vd4SBUfKlWHvTOa9ePEiZmZmcOrUKYyPjyMej2NxcVFb0NLqtIsMNEvlMJmSyonVnpubm5HJZFBVVYWWlhY8+OCDOHDgADweD8bHx2FZFlpbW5FIJJBMJjWttnPnTjQ2NqKvr09/dz6fx4kTJzAxMYF3330XHR0deP7550t+b0ZabpW8k60Gu7QGoqJgtih27tyJiYkJvVLkA8rYfT6IphCTQs6OpjEfbPne9CEwCCCdTuvVdyKRwJ49e3SeQH19Pbq7u/Hzn/8cjz76aNn5PP/88/jzP/9zzM7OljyoUoCb1JjpeLeDHWVFAUW/hrQSaLmZSkOuoOV1kRUE+Lm5Eue1l0EOdj4MSTXJUjBUKE6nU49ZJjBSScrwYBncIekyUwHJP2mVcKzyGnMfXqva2lp0d3evs9Zkxe9kMonJyUmEw2GcO3cOs7OzuHr1KkKhkK66bFJf8ncyX/P3obIh/UKaqKGhQTv1qSz7+vrQ3NyMUCiEfD4Pv98PpYr5MSz/wuvb3t5eEuIbDAbx1ltv6bbjZgfJ5eVlzMzMoLOz0/b+q6BiwXwoQed6LBbD4uIiwuEwJiYmdE0wCjYKTQoe+jQkHQOUFqm0yyUx6QC+Z4fNRCKBa9euwev1YnZ2Fp/5zGdKaIaHHnoIg4ODiMViqK2tXadsfD4fvvzlL+OLX/wi3n33Xe0kN/8D9lFi5nvTOW9Hq9AqkJnz0oozBZwpCKWy4TZZvNNU6JL2MX1AMnJMWif19fXax0DnvEyuVOp6dJi0emjp0UqjH0haf7wW9FHIoqJmlFhtbS1aWlp0hWUzz4IUGKnUubk5LCws4Pz583jvvfcQiUQQDAa1r4O+GfnbyXwpbpeUGHNROF6Gv7ONACsQuN1uTSceOXIEnZ2dCAaD2jeTTCZx+fJl1NbWIpvNoqurC263G9FotOSevXz5Ml555RWEw2F0dHTg2Wef1QVfidOnT6/bVkEp6NuyQ0XBbGF0dXXhd37ndzA0NIQXX3xRCxs6/xk9xiQzCmmupqWgLJcQJZ3/cptJ96ysrGBxcRFLS0sIhUI4e/Ys2tra8Nhjj6GlpQVdXV1oa2uD3+8HAPz4xz9GNBqF0+nE/v37dQTM5z//efz4xz/Gd7/7XYRCIe2PMIW6OT5CRlXxvfS30Cch6SaTPpIKxjyPuZ3bSOURdpaffC+Fp6S5gFIKT9YCo+KR3y2z+mUnSGmZ8LyyRpi0RuS145h4XbxeLwKBgA6LN8Ew45WVFd1O+N1338Xg4CAWFxcxNTWFcDiMdDqta9bJ303eX6YlaN6HMsF0ZWVFU8P0+TB6raOjAzU1NWhpacGuXbt0v5hkMolYLIZgMIixsTEopfDUU0/B7/ejUCjoaEegGPH46quvIp/Po7OzE7t27SpRJOl0GsePH9cFYmlVVlCEzMkJh8Nl96somC0Ov9+PgYEBnSW9uroKt9utS5FTOEu/i/QRSIFjZ7kA5Ztt2dFslmXpFWwikUA+n0dbWxt2796NXbt26WZPPp8PjY2NuHr1Kl5++WXs3r0bzz77LADg4MGDSKfTOHfunE5mkz4ZwL4EvrQGzHFSyTDIQSYo8li+N/0nUhhKhcP/pMXKhSLbCVX5WioYKlQZUmxGhUnLwvSxyHGZvxEjzEzrVs4VgBbWdXV1N0z8Y0BGPB7XlR/OnTuHsbExpNNpnawr/VqmdWjeiyY4By4c6HeUuTVAMXvd7XZrp77X60U8Hkcul0M+n9dVmKPRKFwuF7xeL3p7e7W/SAaksIhrW1sb+vv78cADD5SMaXp6Wi+W/H5/JVfPgKx2sNG1qVy1DwE6Ozvx1FNPoVAoIJVKYWZmRpeQIXXBOk4yIkuuFqVQJAcvYQYASOFpRyXRsbu4uIi6ujoMDQ2ht7cXHo8HnZ2d2LNnDwKBAPr7+7G6uopQKIS/+Zu/QSQSQWdnJ/bt24cnn3wSx44dQyKRwOnTp3H27FndA8R0rpvhvSYFJQUSy31QMAPXaSmeSwpx0/owBbmMbuP1JB0lr5l0lsvvlv4S08kvV8a0duz+S3+JqXzkvOiMZ7FKy7L0dzDEeNeuXWXvNZmEmclkcOXKFd28bnh4GPF4HAsLC1hcXEQulyuJBjRpQt4/HJt5vbifVMKEHDPD5BnGXygUdOXkeDyur/fq6ioWFhZQU1ODI0eOYO/evQgEArrG39TUFBKJBMbGxuBwOHD06FHs2bMHAwMDJT6+0dFRNDc3o7OzU+f73Ckw1FuG729lMFScCmZ1dXVdbpxERcF8SLB3715cuXIFs7OzulglKRv5EEtBCFxvSyud0RtRUBLlaCupvOjwJd3ldru1ggiHwxgYGIDL5UJzczOAYnOlqakp3QiNNbD279+P2tpahEIhTE5O6n4gkqO3AwUwLRf6MyjEZXiydLKXm7edT4fXlfTayspKiQKxi+KTFodU7LSkOC5JgckoMzkOaYWZAllaZOZvT8XL+lwbOaoZ+l5VVSzPz7L5J0+exPnz5xGLxTA3N4dUKoV4PI5kMmlb5Zpjlosa03IxX/P3kH4lUpIMj/Z6vTopUt4ThUKxdBJ/f3ayfPjhh+H1ehGLxeDz+bTymZqaQjqd1tb2o48+irm5uRL6q62tDZFIRN+zdxLBYBD19fVobm7eUgqGssW0TuivIqqrqzeMIlPlaJMPEocPH7ZOnz59t4ex5TE4OIiTJ0/iZz/7Ga5evYpMJoN0Oq0pHP6XWf2EtGbs6Cdp4WzElXObpIHk/kopuN1utLa2wuPxoLu7W4eGdnV1oampSRchjMViuHjxIpaXl3WRTzpmmSgXDoeRz+eRTqdLkvoohADoCCGzeRajx8yVtRlEwNcNDQ1QSiGTyZTMlxafnZK1U1TyM+n/4XuOUVJk5v7yekqLiwqKlovMGaIvx+FwYOfOnetylCTYi4cVIvL5PJaWlrC0tITh4WEMDw9rf8bS0pL+TexCvE1KzLSgJY3J/aXVxfBrAHr8/D17enpw8OBB7egvFArawZ/JZBAMBhEKhZDNZtHY2Ain04nnnnsOfr8f+Xxe+/5mZ2cxOjqK2tpatLe3w+fzIZfLwev1rmvl/EEiFAp9aLpYZrPZEmqMfpjx8XH09/efsSzrsHlMxYL5EOHAgQPYu3cvYrEYotGoXrVJBUOKiQJY0mYUROTpzXbGwPpsajuYAtvk2+PxOOLxOKqrqzE+Pg6Xy4X29nb09PSgqakJ3d3d2L17N3p7e/GJT3wCPp8PAPDyyy/jzJkziMVi8Hq98Hq9WkGxmGEymdSFOH0+H/r7+5HNZjEzM6OtKEk52Vk/pr9DbgdK+WXOSSolSZFJn4xpsZgKgwqCVhZ/C9M5T7pHUmTyNfNDqFTYt+RGYARYPp9HNpvVq/qxsTEsLCxgZGQES0tLut12NptFIpHQ+/L35jUwlSDvOY7dDJqQ/i1aItJfxNWyw+HQHSgfeeQRHDx4ENlsVvd0iUajOHnyJPL5vO4G6XQ6sW/fPuzdu1f/VlQuDJc+ePCgji5cWlpCoVC4q8oFwF1XLtFodMOFiIS8x1ZXV7WT/6WXXip7TEXBfMhAgdLe3o5EIqG7X7J5Fx9WlmaRykcKPbvil+XeE6ZwMR3m5ip2dXVVWyKsieZ2u5HNZpHJZOD3+3VDMwD4pV/6JViWheHhYSwuLsKyrJJmWS6XCz6fD88++6wOVZVYWVnB5OQkTp8+jenp6RLHvBkVZzdmCkQzIVDSPFydS4e/rKZgClWpHGTui3T0m/k+0kdDa0z6Wurr67Fv375NUypMjGR01tLSEpLJJDKZDC5duqSTIqemppBKpbC0tIR4PI7l5WUdpWjCtEbM4Idy95QJqWA4HzroW1pasHPnTuRyOT3mlZUVLCwsaN9PMplEU1MTAoGAdsoDpYKbz4wES/vfS7BrUiaVSywW06V3mFRLmJaW/Gx+fr7sd1YUzIcQzz33HA4ePIiZmRkcP34ckUgEY2NjyOfzJdV12X+FDzk5e1ozMgLJboUq30vYCWV5jOmjoT9maWkJNTU1uHz5si73MTIyAqfTifvvvx/t7e2ora1Ff38/Ojo6dGHMXC6HkZERnD9/Hl6vFysrKzhw4MA6BVNTU4Pdu3fbltbI5/MYGRlBJBLB7Oys7sJnzk9ae8B1ekzmkNhdH+kf4XGSEjMTGKXS4f6kipQqNs1yOp0lfPdmsby8rB96Wi2ZTAYzMzNIJBKYmprC/Pw8kskkgsGgzluJx+NYWVnRVSLKXR87K8a8Znaf2/mtZAIsKwjs2LEDO3fuhFIK165dw+TkJOrr63XSIwVlVVUVdu7cicOHD0MphZmZGWQyGXzsYx/T4y1X4n6r9FP5oJDP5zdsrWxZlg4KAUoVCNt2AOsLxx4/fnxDH2lFwXwI0dTUhKamJuzZswcdHR04ceKEzkFgslokEtHUAFBaEkSuZKR1Y0IKTFOomKvacpSaPJ4O2YWFBR3tMz4+rleTgUAAHo8HPp9P141qaWmBy+XC7t27tV+JyobKq6GhAb/4i7+4Lgtbora29oYJcxSykUhEZ6qTTmLHRSoAPowy9JnXS1oczOFgdFtNTQ3cbjd8Pt9t66W+sLCgfSpsGczw3fn5eW2ZhEIhpNNpLC0tIRaL6fmybp3pZzIXD2aQCOdrhm0TUtFIq5efkeIFiosDr9cLj8eDnp4eBAIBxONxvP3227AsS1sxq6ur2rohhbqwsACXy4VnnnlmHeUklYtdDbntDvZfktadiXw+r/1RplNfVjGwC7hZXV2tZPJvZ+zduxfZbBbDw8PaWcuiljJCyfQV8D1LeWwUWWYKD6lkzGNNbESNUBgqpZDNZpFMJuF0OtHa2gq/3w+Hw4FEIgGn0wm/36+FOYsvSv/GhQsXMDw8DIfDgUceeeSWSpszJLZc3w7mU1iWpX0ZDDxgQUzZNph02J0A+84z0COXyyEWiyGbzSIcDmsaKRQKlUR/ydphrNJg+uFMpWHWXjP9KmYoO/cx9weuWy6kCWUFaYaXs4GZtBqZK8XfntZOJpNBc3Mzdu/efUN/BiPKtgIymYwO2b+TmJ+fL6kJaAfS0HaQlt7y8vI6n5WsRm2HioLZBnjooYdQKBTwr//6r5ienkYikUBjY6P2wzB23QQFAykgabHI/U2LZSNrZzMh0HIFTAESj8d1mZmZmRkdaeX1etHQ0ICWlhY0NjbqBlf0wTQ2NpbkuCwvL+Ps2bM4d+6cVmJKKd1EjavkW4FcqW3Gqf5+YVkWrl27pp3mjKaT/eQXFhawtLSkc5LS6TQikYgWyMlkEslkEsvLy9qHYWe1mhaGCakgZPCEVD7yfDJknvszuERG99XU1MDn88Hr9aK/v1/7DK9evYpYLAan06mb2bFUDEv1M3jkU5/61A2vZS6Xu6vKxaSoqCDvNG6kXJhPZ+fPKxSu9/oxI8iSySQWFxfh9Xo37HNTUTDbBIcOHdK8OqOpJKfK3A1Ccq0yLNYud2GjsOaNYOfwlcLIPJ5Ci2Z9dXU10uk06uvrkUql4PF44HQ64Xa7EYvFdF0qh8OhQ1Rramq0NUFaUKliyXaWD2Gordvtxt69e+FyubZEK1r2LqHfibQX20snEglNcUWjUa1g2B2SioSWCp30TMTN5XIllocd3cXfQJYWstsX2Dg/yjwvt8uq0EopnQPS3Nysc7s4n9ra2hLfDtsz9/b2ora2Fl6vF3v27NnUtb3b0WJULvF4HC6Xa8vkvFDBmODiFIAOypEKJhKJ6HtkIyu9omC2EQ4cOIB0Og2fz4erV6/qUulUInT4S8vB4XDo15KDZ00oZoTLkGeglFe3c/qb/Lx5jKlouF2OgUmcmUwG0Wi0pE8KQ30ZwkynOCPO+JrzoNVDakapYqXeaDSqHfGsZizzOEgxNjQ06KxuWYKGQROkykibyQgzCm6+5ndwlU/FIBUJ6S72rec1kFYJqxlns1msrKzoiC8qKpPmMq0TuZiQvx/nZf6+G9GiZtiypM/MBFNapw6HA21tbejo6MDy8jKmpqa0wllZWdFzBqB7vx85cgT33XcfMpmMDn3/MEF2//wgwDbZZlADFfnq6uq6MbGFOpHP50usv3Q6rZ8zLvTKoaJgthE6OzvxyU9+EgDwwgsvYHh4WGdox2Ix7di1C1cErucnyEzyTCajBbL019gVjaTQMaOI7Fa+dopJvjZX2ZZl6e6chUKxYyL9MVQQsjQ/lUVDQ4N+GLhylkUVZbdI7mtWB6CCkCs9WUKfNCSvLRWMtCI5DxZlpAJIJpM6eov0VSqVKrFcqHySyaRWZlQqsiSM6RsjzCg/OwvEVPDm7yPvEXPBQNiFd0s/i2wXEAgE4HQ6EQgE9Hybm5t1p8lMJqPDZmlhdnV1wev1ora2Fvfff//7qg92o6iq7QLTMr9y5Qosq9gvx7IstLW1rTtGKpdkMllSLmdhYQFAsdpBNpsFgA3L6VQUzDYFExDj8TgSiYQWhGYxSUmHUQCQZmLJE+noNSOG7ASRHf0lIVfMpi/AXGXbhQbzGFoCFMLsk1NTUwOn06kVB5UOX8uQYQYL0NFJZcr8E2bZy5BiKlj+McyWCpA9TKgMJe1EqyOXy2F1dVX7UuTvQkqC86LiIn1mZ1XaUZGmQjevI693OarS3G5nldr99pwH7ymZ1wOgpCUAz9fc3Iz29nbk83lNkVmWpX8rp9OpG9y53e73XXzyXlAuJlgcl9SyqRhYE40IBoMlwTK0jpuamjQDALzPlskVfDjx7LPP4ujRo/jGN76hWxzT8c8MaOnYp9MVuC4IAWhlY5YIMQscSqrFjhaTkEJRbuN/RhARMndHCnd5HOfF+VBomxnlVCZmQzIqGCooCjAqHNMBLiPY5OpfjpMUGd/LnvJU4LRS5LHcztdSYdxIIZi+D7mAMKPBTKUj/XLy/Y1CezkuOQ5ZtUAqg+rqauzYsQPNzc16fr29veju7kYmk0E8Hsf8/DyWlpa01dnU1ASXywXLsuB2u28pQtAOwWBQh/xvNywuLpaEJvNeLFc9OxwOIxAI6Pfz8/Ml13l2dlZT0i6XC/F4HNFoFJFIRFs1dqgomG0Mj8eDX//1X8fg4CCOHz+O2dlZbdUAKOlzzpW1WS01k8nYlmKXQocl6PkaKF9ORvolJKUjHfLSV0Fhx0RQHi8LVlIYclVKioqrZssqbZPMWmOm5WTShjyHfG0eQ0qNwhIoKiWpRDg+0pUE52LnEOdnJmRirOlPs4PMspffa1opcgzyWpvWpqnEpC9KUomkYevq6vR5fD6frk+Xy+UQj8exd+9e9PT0oFAoIBaL6Yx9JlryXnQ4HHjyySdx//33l53rzWBoaAgNDQ3bTrkwDF0qi+XlZUQikbK5MLlcTu/PABFJna2srOiGbU6nU0eQRaNRtLe348iRI2XHU1Ew2xwDAwNYWVnBxMQE0uk0lFJIp9Pa3wAU6YJcLldS74oOfin82WaXFgVQ2p5YJnWaq2UzrFVaLHIfO3qHAsoUyMB1GkpSMAStBjv/hJ2Ph+cul/dBZQdcj74jlWYqGFJg8lx8Lx3oXPmbSsYuN8V0tpeD3M+0/kyFYl4vebwcm3k9TGXL36ic9VdTU6OTaC2rmDjpdrvh9/thWVaJcmHSJa8ZUOz7bqdcTEt4s3A6nRu2LTCRy+XueiTaZpDNZkuUCwAdkWl3ncxKB6ZyAa5Xs2COFyMc2fStEqZ8j2Pfvn16hT81NaVbMcuimPl8Hk6nUz+wXIED0PkL5NQBaAcfHef0f/BmlEKKQocUFrcxe1zSXBRqVG60ZrgqplCn4pCWhdwmlYUdpMXF75ftAUwqSTrApeUiaTWpeDlGjklaZaaQN4W4OWY7Cozvef3KBUlImo6fyf14HlOB2VlS/Fw2BqP1xoAKXgPZ/rm5uRm1tbXYsWMHGhsbEYvFtMMeKArAubk5TE1NweVy6RbHhUIB8XgcTz31FJ5++mnb33EzyiUYDOLy5cv46Ec/qrfdjHIBbl+Y851WVGauD/2CTU1N6yx0y7JKlEMul7N1+jOgxO/3I5FIIBqN6oKkDodj69ci22g1VsHtwc6dO9HT04OqqirN8bMcC0OZFxYWtDCSwpRCQwYKSMFKIWoXWSZLy8sVPj+3K1ljrqDNbaZFQSEo66nZCWN5Dm6Tn9v5J+zuTZPeq62thcvl0o558xqaFpQU3qa1Yo7DHEs5awy4rixlDhNpOZPusoOpqKS1Kb+Lyp7HSMuX9CUVuMvl0pn5LpdLK2ev16sXNuFwGOFwWCtsZusz052dUG8V77zzzi1ZOXcCH7QVxAKzdt+bz+dLnPp2+/B+rqurQy6Xw7Vr15BMJnXzNwAltK+JLaFgtsqPv53hdrvxxBNPIBqN4vLly0gkErq7H3Mp6urqdO4JhQl9MaaA5go9k8loy8JUShQ0hUJBR5pQ+JkNjZgcKXNXJFVHa0AWSZSWFgMWpHVgpzRMH8ZGEVN2SkqG21LYsimWx+PRnR4p7Kls5Nj4QJqWi0mBmb4rO0VVbvzyGHlu8zO77wJKfWnSWuHCgr+5ZVm6uCrvF/a4YY25nTt3wuPxwLKKvjCPx4NoNIqamhrMzc1hZmYGDQ0NeOCBB3RxzpWVFfT19eEP/uAPbO/nzeJv//ZvoZTCwYMHEY/Ht53P5UYoFAplq05QuUjmgFhdXUUikUAul9N9eObn57GysoK2trZ1Pppy2BIKhpVtK7hzsCwLMzMzUEqhtbVV9/iYn5/H/Py8DgBgmKxMvpTnIKTAt1uFM4GTJjrpMfNc0gnNrGK27ZXfRx+HDPulgJPVjk1BK9/zu+xaFcg5mD4g0/IBoP1ZpBt57OLiYgk9Z9KFnCfPLc+/kdVkwvQ9mD6cja6D/Fy+Nh36vGacS319va51R6FC+hQoCizm67CRVzKZRCwW07XQ2GyOv1s4HIbT6YRSCqOjo/rcHR0dcLlcSCaTOklwcHAQKysriEQi2opyuVwIBAJYXV3F0tKSVoLT09M4e/YsBgcH8fDDD+PcuXM4e/Ysampq4HK58Nhjj6Grqwu5XA65XA5Op1M3XVtYWND5Sh0dHXA6nUgkEnrRJJvf9fb26rYULpcLLS0tuh9SU1OTrgfHAqdckADFbPiqqir09fUBAIaHh7Wgb2pqQmtrK8LhMMbHx9Hc3Iz+/n5MTExgfn4eoVAIgUAATU1NCAaDaG9vR19fH+bn57G4uIhwOKzndvjwYXR0dGB4eBjz8/OoqanBwMAAmpqacPbsWaysrGD37t2477778NZbbyESiehqGlxIMHS+tbUVjY2NuHjxIqqqqpBIJPDmm2+WvU+3REdLpVQYQApA+Xi37YkWVOZ8r+BenPe9OGfg3px3j2VZAXPjllAwAKCUOm3ZtNzczqjM+d7BvTjve3HOwL07bzvcW80RKqigggoq+MBQUTAVVFBBBRXcEWwlBfONuz2Au4DKnO8d3IvzvhfnDNy7816HLeODqaCCCiqoYHthK1kwFVRQQQUVbCNUFEwFFVRQQQV3BHddwSilnlNKjSilxpRSn7/b47mdUEr9J6VUSCk1JLY1K6V+pJQaXfvvW9uulFJ/s3YdBpVSD9+9kd86lFI7lVI/UUpdVEpdUEp9bm37tp23UqpeKXVSKfXe2pz/dG17n1LqxNrc/lEp5VjbXrf2fmzt8967OoH3AaVUtVLqXaXUy2vv74U5TyilziulzimlTq9t27b39/vBXVUwSqlqAF8D8DEA9wP490qp21OPe2vgPwN4ztj2eQCvW5Y1AOD1tfdA8RoMrP09D+CFD2iMtxsrAP7Esqz7ATwK4LNrv+l2nncOwEcty3oIwEEAzymlHgXwJQBfsSyrH0AEwB+u7f+HACJr27+ytt+HFZ8DcEm8vxfmDABPWZZ1UOS7bOf7+9Yhaxx90H8AHgPwqnj/BQBfuJtjugNz7AUwJN6PAOhYe90BYGTt9dcB/Hu7/T7MfwB+AODZe2XeAJwAzgI4hmI2d83adn2vA3gVwGNrr2vW9lN3e+y3MNcuFIXpRwG8DEBt9zmvjX8CQIux7Z64v2/2725TZDsATIv3wbVt2xltlmXNrr2eA8CqcdvuWqzRIIcAnMA2n/caVXQOQAjAjwCMA4halsVKgHJees5rn8cA2HeD2tr4awD/CwAWovNj+88ZACwArymlziilnl/btq3v71vFlih2ea/CsixLKbUt48SVUo0Avg/gf7QsK24UZtx287YsaxXAQaWUF8B/BXDf3R3RnYVS6lcAhCzLOqOUevIuD+eDxkcsy7qmlGoF8COl1LD8cDve37eKu23BXAOwU7zvWtu2nTGvlOoAgLX/obXt2+ZaKKVqUVQu37Ys67+sbd728wYAy7KiAH6CIj3kVUpxESfnpee89rkHwOIHO9L3jV8A8O+UUhMAXkSRJvsqtvecAQCWZV1b+x9CcTFxFPfI/X2zuNsK5hSAgbXIEweA/xbAS3d5THcaLwH4D2uv/wOKPgpu/721qJNHAcSEyf2hgSqaKn8P4JJlWX8lPtq281ZKBdYsFyilGlD0OV1CUdF8am03c868Fp8C8GNrjaD/sMCyrC9YltVlWVYvis/tjy3L+m1s4zkDgFLKpZRy8zWA/wbAELbx/f2+cLedQAA+DuAyipz1/3a3x3Ob5/YdALMA8ihyr3+IIu/8OoBRAP8fgOa1fRWKEXXjAM4DOHy3x3+Lc/4Iihz1IIBza38f387zBnAAwLtrcx4C8B/Xtu8CcBLAGIB/AlC3tr1+7f3Y2ue77vYc3uf8nwTw8r0w57X5vbf2d4Eyazvf3+/nr1IqpoIKKqiggjuCu02RVVBBBRVUsE1RUTAVVFBBBRXcEVQUTAUVVFBBBXcEFQVTQQUVVFDBHUFFwVRQQQUVVHBHUFEwFVRQQQUV3BFUFEwFFVRQQQV3BP8/ePl5J68EmScAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "mn=conv2d(data1,kernel)\n",
    "io.imshow(color.rgb2gray(mn))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(400, 600)"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "TF_GPU",
   "language": "python",
   "name": "tf_gpu"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.6.13"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
